From 8f637a4a0d31a867630283780630fac9b3708368 Mon Sep 17 00:00:00 2001 From: phatakmr Date: Mon, 13 Oct 2025 14:48:00 +0200 Subject: [PATCH] update template code --- .gitignore | 2 +- .gitlab-ci.yml | 21 + .idea/.gitignore | 8 + .idea/vcs.xml | 6 + Dockerfile | 10 + README.md | 69 ++ mmp/__init__.py | 0 mmp/a1/__init__.py | 0 mmp/a1/imagenet_classes.json | 1002 +++++++++++++++++++++++ mmp/a1/images/golden retriever.jpg | Bin 0 -> 58690 bytes mmp/a1/images/koala.jpg | Bin 0 -> 162828 bytes mmp/a1/images/pacifier.jpg | Bin 0 -> 61276 bytes mmp/a1/images/rubber duck sculpture.jpg | Bin 0 -> 65025 bytes mmp/a1/images/rubber ducks.jpg | Bin 0 -> 47115 bytes mmp/a1/images/shoehorn.jpg | Bin 0 -> 55710 bytes mmp/a1/images/zoo.jpg | Bin 0 -> 66929 bytes mmp/a1/main.py | 32 + mmp/a1/tensors.py | 10 + mmp/a2/__init__.py | 0 mmp/a2/main.py | 89 ++ mmp/a3/__init__.py | 0 mmp/a3/annotation.py | 27 + mmp/a3/dataset.py | 29 + mmp/a3/main.py | 7 + mmp/a4/anchor_grid.py | 12 + mmp/a4/dataset.py | 50 ++ mmp/a4/label_grid.py | 14 + mmp/a5/main.py | 39 + mmp/a5/model.py | 9 + mmp/a6/evallib.py | 102 +++ mmp/a6/main.py | 40 + mmp/a6/model_output.txt | 928 +++++++++++++++++++++ mmp/a6/nms.py | 15 + mmp/a7/dataset.py | 2 + mmp/a7/main.py | 7 + mmp/a8/bbr.py | 26 + requirements.txt | 9 + tests/__init__.py | 52 ++ tests/test_a1.py | 62 ++ tests/test_a2.py | 42 + tests/test_a3.py | 49 ++ tests/test_a4.py | 53 ++ tests/test_a5.py | 34 + tests/test_a6.py | 32 + tests/test_a7.py | 31 + tests/test_a8.py | 36 + 46 files changed, 2955 insertions(+), 1 deletion(-) create mode 100644 .gitlab-ci.yml create mode 100644 .idea/.gitignore create mode 100644 .idea/vcs.xml create mode 100644 Dockerfile create mode 100644 README.md create mode 100644 mmp/__init__.py create mode 100644 mmp/a1/__init__.py create mode 100644 mmp/a1/imagenet_classes.json create mode 100644 mmp/a1/images/golden retriever.jpg create mode 100644 mmp/a1/images/koala.jpg create mode 100644 mmp/a1/images/pacifier.jpg create mode 100644 mmp/a1/images/rubber duck sculpture.jpg create mode 100644 mmp/a1/images/rubber ducks.jpg create mode 100644 mmp/a1/images/shoehorn.jpg create mode 100644 mmp/a1/images/zoo.jpg create mode 100644 mmp/a1/main.py create mode 100644 mmp/a1/tensors.py create mode 100644 mmp/a2/__init__.py create mode 100644 mmp/a2/main.py create mode 100644 mmp/a3/__init__.py create mode 100644 mmp/a3/annotation.py create mode 100644 mmp/a3/dataset.py create mode 100644 mmp/a3/main.py create mode 100644 mmp/a4/anchor_grid.py create mode 100644 mmp/a4/dataset.py create mode 100644 mmp/a4/label_grid.py create mode 100644 mmp/a5/main.py create mode 100644 mmp/a5/model.py create mode 100644 mmp/a6/evallib.py create mode 100644 mmp/a6/main.py create mode 100644 mmp/a6/model_output.txt create mode 100644 mmp/a6/nms.py create mode 100644 mmp/a7/dataset.py create mode 100644 mmp/a7/main.py create mode 100644 mmp/a8/bbr.py create mode 100644 requirements.txt create mode 100644 tests/__init__.py create mode 100644 tests/test_a1.py create mode 100644 tests/test_a2.py create mode 100644 tests/test_a3.py create mode 100644 tests/test_a4.py create mode 100644 tests/test_a5.py create mode 100644 tests/test_a6.py create mode 100644 tests/test_a7.py create mode 100644 tests/test_a8.py diff --git a/.gitignore b/.gitignore index d5f06fa..a230a78 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,2 @@ .venv/ -*.code-workspace \ No newline at end of file +__pycache__/ diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml new file mode 100644 index 0000000..498d0f2 --- /dev/null +++ b/.gitlab-ci.yml @@ -0,0 +1,21 @@ +cache: + key: "project-${CI_JOB_NAME}" + paths: + - .torch-home + # cache installs from previous tests + +stages: + - test + +unit-test-job: + stage: test + image: mmp-img-test # in the test environment, no CUDA is available + before_script: + - export TORCH_HOME="$CI_PROJECT_DIR/.torch-home" + script: + - pytest tests/ --junitxml=report.xml # export in junit format for GitLab + # generate a report on GitLab + artifacts: + when: always + reports: + junit: report.xml diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..35eb1dd --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..2061cc6 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,10 @@ +# you can safely ignore this file for the course +# this dockerfile is used for the test runner +# you do not need docker for this course + +# use just a standard python container, no CUDA will be available for the tests +FROM python:3.10 +COPY requirements.txt . +RUN pip install -U pip +RUN pip install -r requirements.txt +RUN rm requirements.txt diff --git a/README.md b/README.md new file mode 100644 index 0000000..25e3872 --- /dev/null +++ b/README.md @@ -0,0 +1,69 @@ +# Multimediaprojekt SoSe 2025 + +## General Information +- All assignments build on each other +- You will be rewarded points for the assignments +- Your grades will be calculated from the achieved points +- You submit by uploading to this git repository + +## Plagiarism +Please make sure to read the following carefully: + +Assignments are **individual** implementation tasks. This means that you will have to code by yourself. Like every programmer, you may use the internet to find solutions to the various problems that you will encounter throughout this course. However, we will not tolerate plagiarism and license violations. Plagiarism can have serious consequences that go beyond failing this course. Therefore, make sure you are allowed to use the code and properly mark code that you did not write yourselves. Note that we cannot award points for code that you simply copied from any third parties including any of your fellow students. + +## Assignment Submission +You can find the submission date on top of each assignment. However, we might deviate from this, so check your e-mails regularly. + +You must use this git repository to submit your solutions. For each assignment, we have prepared template code that you must use for your submission. You must not change the function signatures or move them to other files. This may seem a little strict, but it allows for a more thorough correction which will hopefully assist you for future assignments. + + +When an assignment is due, we will use the last commit before the deadline as your submission. +Your code must contain all necessary files to run your submission. + +#### Your repository must include + +- Source code files (`*.py`) +- Supplementary files (`*.jpg`, `*.png`, `*.txt`, ...) +- If you are asked to answer a question, explain, report, plot, or visualize something, you are required to submit a report document in pdf format containing the requested details. +- Capsule the code that is executed in a main method (`if __name__ == '__main__':`), so that it is not executed if a method is imported from your codefile + +#### Your repository must exclude + +- Jupyter notebooks (`*.ipynb`) +- Do not submit your Python Environment or the dataset +- Larger files. Upload them to https://megastore.uni-augsburg.de instead. Save the download link to a text file and add it to the repository. Do **not** use any other cloud storage or filesharing service than Megastore. + +Points will be deducted if any of the above requirements are violated. + +## Automatic Tests + +When you push your local changes to the git server, the server will check if your code is in the right format. On the website, you will see a green checkmark if the check is successful. However, the server only tests some basic structure of your code and the points will be awarded later. In theory, you could have a green checkmark and 0 points. + +**IMPORTANT:** If this basic test fails and your last commit before the deadline has a red cross, you will loose a lot of points! + +Do not modify `.gitlab-ci.yml` or the contents of the `tests` folder. + +## Assignment Preparation + +Set up your environment by installing the following software. + +### Python 3 +Downloads available at https://www.python.org/. Choose to install pip (package installer for python) during the installation. + +### Virtual Environment +Make yourself familiar to the concept of virtual environments. If you don't know what a virtual environment is, see this [Tutorial on Python Virtual Environments on Windows](https://www.youtube.com/watch?v=APOPm01BVrk) or [MAC/Linux](https://www.youtube.com/watch?v=Kg1Yvry_Ydk). +Create a virtual environment for your project. + +### Packages +Install the packages from the `requirements.txt` file. + +Your assignments will be tested in an environment where only these packages are installed. If your code does not run in this environment, you will lose points. Depending on your platform and if you have a nvidia GPU and want to use it, see https://pytorch.org for the right command to install PyTorch. The torchvision package is also part of PyTorch and provides some useful methods to handle images. + +### Python IDE +We recommend the Pycharm Professional Edition available at https://www.jetbrains.com/pycharm/download/. You need to register a student account to get free access. Start Pycharm and create a new project that uses your recently created python environment. You can do this by changing the project interpreter to the python binary that resides inside your virtual environment. + +Windows: `venv\textbackslash Scripts\textbackslash python.exe` + +Linux: `venv/bin/python` + +We can help you with this IDE, but not with any other one. diff --git a/mmp/__init__.py b/mmp/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/mmp/a1/__init__.py b/mmp/a1/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/mmp/a1/imagenet_classes.json b/mmp/a1/imagenet_classes.json new file mode 100644 index 0000000..f5e3e8c --- /dev/null +++ b/mmp/a1/imagenet_classes.json @@ -0,0 +1,1002 @@ +[ + "tench, Tinca tinca", + "goldfish, Carassius auratus", + "great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias", + "tiger shark, Galeocerdo cuvieri", + "hammerhead, hammerhead shark", + "electric ray, crampfish, numbfish, torpedo", + "stingray", + "cock", + "hen", + "ostrich, Struthio camelus", + "brambling, Fringilla montifringilla", + "goldfinch, Carduelis carduelis", + "house finch, linnet, Carpodacus mexicanus", + "junco, snowbird", + "indigo bunting, indigo finch, indigo bird, Passerina cyanea", + "robin, American robin, Turdus migratorius", + "bulbul", + "jay", + "magpie", + "chickadee", + "water ouzel, dipper", + "kite", + "bald eagle, American eagle, Haliaeetus leucocephalus", + "vulture", + "great grey owl, great gray owl, Strix nebulosa", + "European fire salamander, Salamandra salamandra", + "common newt, Triturus vulgaris", + "eft", + "spotted salamander, Ambystoma maculatum", + "axolotl, mud puppy, Ambystoma mexicanum", + "bullfrog, Rana catesbeiana", + "tree frog, tree-frog", + "tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui", + "loggerhead, loggerhead turtle, Caretta caretta", + "leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea", + "mud turtle", + "terrapin", + "box turtle, box tortoise", + "banded gecko", + "common iguana, iguana, Iguana iguana", + "American chameleon, anole, Anolis carolinensis", + "whiptail, whiptail lizard", + "agama", + "frilled lizard, Chlamydosaurus kingi", + "alligator lizard", + "Gila monster, Heloderma suspectum", + "green lizard, Lacerta viridis", + "African chameleon, Chamaeleo chamaeleon", + "Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis", + "African crocodile, Nile crocodile, Crocodylus niloticus", + "American alligator, Alligator mississipiensis", + "triceratops", + "thunder snake, worm snake, Carphophis amoenus", + "ringneck snake, ring-necked snake, ring snake", + "hognose snake, puff adder, sand viper", + "green snake, grass snake", + "king snake, kingsnake", + "garter snake, grass snake", + "water snake", + "vine snake", + "night snake, Hypsiglena torquata", + "boa constrictor, Constrictor constrictor", + "rock python, rock snake, Python sebae", + "Indian cobra, Naja naja", + "green mamba", + "sea snake", + "horned viper, cerastes, sand viper, horned asp, Cerastes cornutus", + "diamondback, diamondback rattlesnake, Crotalus adamanteus", + "sidewinder, horned rattlesnake, Crotalus cerastes", + "trilobite", + "harvestman, daddy longlegs, Phalangium opilio", + "scorpion", + "black and gold garden spider, Argiope aurantia", + "barn spider, Araneus cavaticus", + "garden spider, Aranea diademata", + "black widow, Latrodectus mactans", + "tarantula", + "wolf spider, hunting spider", + "tick", + "centipede", + "black grouse", + "ptarmigan", + "ruffed grouse, partridge, Bonasa umbellus", + "prairie chicken, prairie grouse, prairie fowl", + "peacock", + "quail", + "partridge", + "African grey, African gray, Psittacus erithacus", + "macaw", + "sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita", + "lorikeet", + "coucal", + "bee eater", + "hornbill", + "hummingbird", + "jacamar", + "toucan", + "drake", + "red-breasted merganser, Mergus serrator", + "goose", + "black swan, Cygnus atratus", + "tusker", + "echidna, spiny anteater, anteater", + "platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus", + "wallaby, brush kangaroo", + "koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus", + "wombat", + "jellyfish", + "sea anemone, anemone", + "brain coral", + "flatworm, platyhelminth", + "nematode, nematode worm, roundworm", + "conch", + "snail", + "slug", + "sea slug, nudibranch", + "chiton, coat-of-mail shell, sea cradle, polyplacophore", + "chambered nautilus, pearly nautilus, nautilus", + "Dungeness crab, Cancer magister", + "rock crab, Cancer irroratus", + "fiddler crab", + "king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica", + "American lobster, Northern lobster, Maine lobster, Homarus americanus", + "spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish", + "crayfish, crawfish, crawdad, crawdaddy", + "hermit crab", + "isopod", + "white stork, Ciconia ciconia", + "black stork, Ciconia nigra", + "spoonbill", + "flamingo", + "little blue heron, Egretta caerulea", + "American egret, great white heron, Egretta albus", + "bittern", + "crane", + "limpkin, Aramus pictus", + "European gallinule, Porphyrio porphyrio", + "American coot, marsh hen, mud hen, water hen, Fulica americana", + "bustard", + "ruddy turnstone, Arenaria interpres", + "red-backed sandpiper, dunlin, Erolia alpina", + "redshank, Tringa totanus", + "dowitcher", + "oystercatcher, oyster catcher", + "pelican", + "king penguin, Aptenodytes patagonica", + "albatross, mollymawk", + "grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus", + "killer whale, killer, orca, grampus, sea wolf, Orcinus orca", + "dugong, Dugong dugon", + "sea lion", + "Chihuahua", + "Japanese spaniel", + "Maltese dog, Maltese terrier, Maltese", + "Pekinese, Pekingese, Peke", + "Shih-Tzu", + "Blenheim spaniel", + "papillon", + "toy terrier", + "Rhodesian ridgeback", + "Afghan hound, Afghan", + "basset, basset hound", + "beagle", + "bloodhound, sleuthhound", + "bluetick", + "black-and-tan coonhound", + "Walker hound, Walker foxhound", + "English foxhound", + "redbone", + "borzoi, Russian wolfhound", + "Irish wolfhound", + "Italian greyhound", + "whippet", + "Ibizan hound, Ibizan Podenco", + "Norwegian elkhound, elkhound", + "otterhound, otter hound", + "Saluki, gazelle hound", + "Scottish deerhound, deerhound", + "Weimaraner", + "Staffordshire bullterrier, Staffordshire bull terrier", + "American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier", + "Bedlington terrier", + "Border terrier", + "Kerry blue terrier", + "Irish terrier", + "Norfolk terrier", + "Norwich terrier", + "Yorkshire terrier", + "wire-haired fox terrier", + "Lakeland terrier", + "Sealyham terrier, Sealyham", + "Airedale, Airedale terrier", + "cairn, cairn terrier", + "Australian terrier", + "Dandie Dinmont, Dandie Dinmont terrier", + "Boston bull, Boston terrier", + "miniature schnauzer", + "giant schnauzer", + "standard schnauzer", + "Scotch terrier, Scottish terrier, Scottie", + "Tibetan terrier, chrysanthemum dog", + "silky terrier, Sydney silky", + "soft-coated wheaten terrier", + "West Highland white terrier", + "Lhasa, Lhasa apso", + "flat-coated retriever", + "curly-coated retriever", + "golden retriever", + "Labrador retriever", + "Chesapeake Bay retriever", + "German short-haired pointer", + "vizsla, Hungarian pointer", + "English setter", + "Irish setter, red setter", + "Gordon setter", + "Brittany spaniel", + "clumber, clumber spaniel", + "English springer, English springer spaniel", + "Welsh springer spaniel", + "cocker spaniel, English cocker spaniel, cocker", + "Sussex spaniel", + "Irish water spaniel", + "kuvasz", + "schipperke", + "groenendael", + "malinois", + "briard", + "kelpie", + "komondor", + "Old English sheepdog, bobtail", + "Shetland sheepdog, Shetland sheep dog, Shetland", + "collie", + "Border collie", + "Bouvier des Flandres, Bouviers des Flandres", + "Rottweiler", + "German shepherd, German shepherd dog, German police dog, alsatian", + "Doberman, Doberman pinscher", + "miniature pinscher", + "Greater Swiss Mountain dog", + "Bernese mountain dog", + "Appenzeller", + "EntleBucher", + "boxer", + "bull mastiff", + "Tibetan mastiff", + "French bulldog", + "Great Dane", + "Saint Bernard, St Bernard", + "Eskimo dog, husky", + "malamute, malemute, Alaskan malamute", + "Siberian husky", + "dalmatian, coach dog, carriage dog", + "affenpinscher, monkey pinscher, monkey dog", + "basenji", + "pug, pug-dog", + "Leonberg", + "Newfoundland, Newfoundland dog", + "Great Pyrenees", + "Samoyed, Samoyede", + "Pomeranian", + "chow, chow chow", + "keeshond", + "Brabancon griffon", + "Pembroke, Pembroke Welsh corgi", + "Cardigan, Cardigan Welsh corgi", + "toy poodle", + "miniature poodle", + "standard poodle", + "Mexican hairless", + "timber wolf, grey wolf, gray wolf, Canis lupus", + "white wolf, Arctic wolf, Canis lupus tundrarum", + "red wolf, maned wolf, Canis rufus, Canis niger", + "coyote, prairie wolf, brush wolf, Canis latrans", + "dingo, warrigal, warragal, Canis dingo", + "dhole, Cuon alpinus", + "African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus", + "hyena, hyaena", + "red fox, Vulpes vulpes", + "kit fox, Vulpes macrotis", + "Arctic fox, white fox, Alopex lagopus", + "grey fox, gray fox, Urocyon cinereoargenteus", + "tabby, tabby cat", + "tiger cat", + "Persian cat", + "Siamese cat, Siamese", + "Egyptian cat", + "cougar, puma, catamount, mountain lion, painter, panther, Felis concolor", + "lynx, catamount", + "leopard, Panthera pardus", + "snow leopard, ounce, Panthera uncia", + "jaguar, panther, Panthera onca, Felis onca", + "lion, king of beasts, Panthera leo", + "tiger, Panthera tigris", + "cheetah, chetah, Acinonyx jubatus", + "brown bear, bruin, Ursus arctos", + "American black bear, black bear, Ursus americanus, Euarctos americanus", + "ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus", + "sloth bear, Melursus ursinus, Ursus ursinus", + "mongoose", + "meerkat, mierkat", + "tiger beetle", + "ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle", + "ground beetle, carabid beetle", + "long-horned beetle, longicorn, longicorn beetle", + "leaf beetle, chrysomelid", + "dung beetle", + "rhinoceros beetle", + "weevil", + "fly", + "bee", + "ant, emmet, pismire", + "grasshopper, hopper", + "cricket", + "walking stick, walkingstick, stick insect", + "cockroach, roach", + "mantis, mantid", + "cicada, cicala", + "leafhopper", + "lacewing, lacewing fly", + "dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk", + "damselfly", + "admiral", + "ringlet, ringlet butterfly", + "monarch, monarch butterfly, milkweed butterfly, Danaus plexippus", + "cabbage butterfly", + "sulphur butterfly, sulfur butterfly", + "lycaenid, lycaenid butterfly", + "starfish, sea star", + "sea urchin", + "sea cucumber, holothurian", + "wood rabbit, cottontail, cottontail rabbit", + "hare", + "Angora, Angora rabbit", + "hamster", + "porcupine, hedgehog", + "fox squirrel, eastern fox squirrel, Sciurus niger", + "marmot", + "beaver", + "guinea pig, Cavia cobaya", + "sorrel", + "zebra", + "hog, pig, grunter, squealer, Sus scrofa", + "wild boar, boar, Sus scrofa", + "warthog", + "hippopotamus, hippo, river horse, Hippopotamus amphibius", + "ox", + "water buffalo, water ox, Asiatic buffalo, Bubalus bubalis", + "bison", + "ram, tup", + "bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis", + "ibex, Capra ibex", + "hartebeest", + "impala, Aepyceros melampus", + "gazelle", + "Arabian camel, dromedary, Camelus dromedarius", + "llama", + "weasel", + "mink", + "polecat, fitch, foulmart, foumart, Mustela putorius", + "black-footed ferret, ferret, Mustela nigripes", + "otter", + "skunk, polecat, wood pussy", + "badger", + "armadillo", + "three-toed sloth, ai, Bradypus tridactylus", + "orangutan, orang, orangutang, Pongo pygmaeus", + "gorilla, Gorilla gorilla", + "chimpanzee, chimp, Pan troglodytes", + "gibbon, Hylobates lar", + "siamang, Hylobates syndactylus, Symphalangus syndactylus", + "guenon, guenon monkey", + "patas, hussar monkey, Erythrocebus patas", + "baboon", + "macaque", + "langur", + "colobus, colobus monkey", + "proboscis monkey, Nasalis larvatus", + "marmoset", + "capuchin, ringtail, Cebus capucinus", + "howler monkey, howler", + "titi, titi monkey", + "spider monkey, Ateles geoffroyi", + "squirrel monkey, Saimiri sciureus", + "Madagascar cat, ring-tailed lemur, Lemur catta", + "indri, indris, Indri indri, Indri brevicaudatus", + "Indian elephant, Elephas maximus", + "African elephant, Loxodonta africana", + "lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens", + "giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca", + "barracouta, snoek", + "eel", + "coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch", + "rock beauty, Holocanthus tricolor", + "anemone fish", + "sturgeon", + "gar, garfish, garpike, billfish, Lepisosteus osseus", + "lionfish", + "puffer, pufferfish, blowfish, globefish", + "abacus", + "abaya", + "academic gown, academic robe, judge's robe", + "accordion, piano accordion, squeeze box", + "acoustic guitar", + "aircraft carrier, carrier, flattop, attack aircraft carrier", + "airliner", + "airship, dirigible", + "altar", + "ambulance", + "amphibian, amphibious vehicle", + "analog clock", + "apiary, bee house", + "apron", + "ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin", + "assault rifle, assault gun", + "backpack, back pack, knapsack, packsack, rucksack, haversack", + "bakery, bakeshop, bakehouse", + "balance beam, beam", + "balloon", + "ballpoint, ballpoint pen, ballpen, Biro", + "Band Aid", + "banjo", + "bannister, banister, balustrade, balusters, handrail", + "barbell", + "barber chair", + "barbershop", + "barn", + "barometer", + "barrel, cask", + "barrow, garden cart, lawn cart, wheelbarrow", + "baseball", + "basketball", + "bassinet", + "bassoon", + "bathing cap, swimming cap", + "bath towel", + "bathtub, bathing tub, bath, tub", + "beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon", + "beacon, lighthouse, beacon light, pharos", + "beaker", + "bearskin, busby, shako", + "beer bottle", + "beer glass", + "bell cote, bell cot", + "bib", + "bicycle-built-for-two, tandem bicycle, tandem", + "bikini, two-piece", + "binder, ring-binder", + "binoculars, field glasses, opera glasses", + "birdhouse", + "boathouse", + "bobsled, bobsleigh, bob", + "bolo tie, bolo, bola tie, bola", + "bonnet, poke bonnet", + "bookcase", + "bookshop, bookstore, bookstall", + "bottlecap", + "bow", + "bow tie, bow-tie, bowtie", + "brass, memorial tablet, plaque", + "brassiere, bra, bandeau", + "breakwater, groin, groyne, mole, bulwark, seawall, jetty", + "breastplate, aegis, egis", + "broom", + "bucket, pail", + "buckle", + "bulletproof vest", + "bullet train, bullet", + "butcher shop, meat market", + "cab, hack, taxi, taxicab", + "caldron, cauldron", + "candle, taper, wax light", + "cannon", + "canoe", + "can opener, tin opener", + "cardigan", + "car mirror", + "carousel, carrousel, merry-go-round, roundabout, whirligig", + "carpenter's kit, tool kit", + "carton", + "car wheel", + "cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM", + "cassette", + "cassette player", + "castle", + "catamaran", + "CD player", + "cello, violoncello", + "cellular telephone, cellular phone, cellphone, cell, mobile phone", + "chain", + "chainlink fence", + "chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour", + "chain saw, chainsaw", + "chest", + "chiffonier, commode", + "chime, bell, gong", + "china cabinet, china closet", + "Christmas stocking", + "church, church building", + "cinema, movie theater, movie theatre, movie house, picture palace", + "cleaver, meat cleaver, chopper", + "cliff dwelling", + "cloak", + "clog, geta, patten, sabot", + "cocktail shaker", + "coffee mug", + "coffeepot", + "coil, spiral, volute, whorl, helix", + "combination lock", + "computer keyboard, keypad", + "confectionery, confectionary, candy store", + "container ship, containership, container vessel", + "convertible", + "corkscrew, bottle screw", + "cornet, horn, trumpet, trump", + "cowboy boot", + "cowboy hat, ten-gallon hat", + "cradle", + "crane", + "crash helmet", + "crate", + "crib, cot", + "Crock Pot", + "croquet ball", + "crutch", + "cuirass", + "dam, dike, dyke", + "desk", + "desktop computer", + "dial telephone, dial phone", + "diaper, nappy, napkin", + "digital clock", + "digital watch", + "dining table, board", + "dishrag, dishcloth", + "dishwasher, dish washer, dishwashing machine", + "disk brake, disc brake", + "dock, dockage, docking facility", + "dogsled, dog sled, dog sleigh", + "dome", + "doormat, welcome mat", + "drilling platform, offshore rig", + "drum, membranophone, tympan", + "drumstick", + "dumbbell", + "Dutch oven", + "electric fan, blower", + "electric guitar", + "electric locomotive", + "entertainment center", + "envelope", + "espresso maker", + "face powder", + "feather boa, boa", + "file, file cabinet, filing cabinet", + "fireboat", + "fire engine, fire truck", + "fire screen, fireguard", + "flagpole, flagstaff", + "flute, transverse flute", + "folding chair", + "football helmet", + "forklift", + "fountain", + "fountain pen", + "four-poster", + "freight car", + "French horn, horn", + "frying pan, frypan, skillet", + "fur coat", + "garbage truck, dustcart", + "gasmask, respirator, gas helmet", + "gas pump, gasoline pump, petrol pump, island dispenser", + "goblet", + "go-kart", + "golf ball", + "golfcart, golf cart", + "gondola", + "gong, tam-tam", + "gown", + "grand piano, grand", + "greenhouse, nursery, glasshouse", + "grille, radiator grille", + "grocery store, grocery, food market, market", + "guillotine", + "hair slide", + "hair spray", + "half track", + "hammer", + "hamper", + "hand blower, blow dryer, blow drier, hair dryer, hair drier", + "hand-held computer, hand-held microcomputer", + "handkerchief, hankie, hanky, hankey", + "hard disc, hard disk, fixed disk", + "harmonica, mouth organ, harp, mouth harp", + "harp", + "harvester, reaper", + "hatchet", + "holster", + "home theater, home theatre", + "honeycomb", + "hook, claw", + "hoopskirt, crinoline", + "horizontal bar, high bar", + "horse cart, horse-cart", + "hourglass", + "iPod", + "iron, smoothing iron", + "jack-o'-lantern", + "jean, blue jean, denim", + "jeep, landrover", + "jersey, T-shirt, tee shirt", + "jigsaw puzzle", + "jinrikisha, ricksha, rickshaw", + "joystick", + "kimono", + "knee pad", + "knot", + "lab coat, laboratory coat", + "ladle", + "lampshade, lamp shade", + "laptop, laptop computer", + "lawn mower, mower", + "lens cap, lens cover", + "letter opener, paper knife, paperknife", + "library", + "lifeboat", + "lighter, light, igniter, ignitor", + "limousine, limo", + "liner, ocean liner", + "lipstick, lip rouge", + "Loafer", + "lotion", + "loudspeaker, speaker, speaker unit, loudspeaker system, speaker system", + "loupe, jeweler's loupe", + "lumbermill, sawmill", + "magnetic compass", + "mailbag, postbag", + "mailbox, letter box", + "maillot", + "maillot, tank suit", + "manhole cover", + "maraca", + "marimba, xylophone", + "mask", + "matchstick", + "maypole", + "maze, labyrinth", + "measuring cup", + "medicine chest, medicine cabinet", + "megalith, megalithic structure", + "microphone, mike", + "microwave, microwave oven", + "military uniform", + "milk can", + "minibus", + "miniskirt, mini", + "minivan", + "missile", + "mitten", + "mixing bowl", + "mobile home, manufactured home", + "Model T", + "modem", + "monastery", + "monitor", + "moped", + "mortar", + "mortarboard", + "mosque", + "mosquito net", + "motor scooter, scooter", + "mountain bike, all-terrain bike, off-roader", + "mountain tent", + "mouse, computer mouse", + "mousetrap", + "moving van", + "muzzle", + "nail", + "neck brace", + "necklace", + "nipple", + "notebook, notebook computer", + "obelisk", + "oboe, hautboy, hautbois", + "ocarina, sweet potato", + "odometer, hodometer, mileometer, milometer", + "oil filter", + "organ, pipe organ", + "oscilloscope, scope, cathode-ray oscilloscope, CRO", + "overskirt", + "oxcart", + "oxygen mask", + "packet", + "paddle, boat paddle", + "paddlewheel, paddle wheel", + "padlock", + "paintbrush", + "pajama, pyjama, pj's, jammies", + "palace", + "panpipe, pandean pipe, syrinx", + "paper towel", + "parachute, chute", + "parallel bars, bars", + "park bench", + "parking meter", + "passenger car, coach, carriage", + "patio, terrace", + "pay-phone, pay-station", + "pedestal, plinth, footstall", + "pencil box, pencil case", + "pencil sharpener", + "perfume, essence", + "Petri dish", + "photocopier", + "pick, plectrum, plectron", + "pickelhaube", + "picket fence, paling", + "pickup, pickup truck", + "pier", + "piggy bank, penny bank", + "pill bottle", + "pillow", + "ping-pong ball", + "pinwheel", + "pirate, pirate ship", + "pitcher, ewer", + "plane, carpenter's plane, woodworking plane", + "planetarium", + "plastic bag", + "plate rack", + "plow, plough", + "plunger, plumber's helper", + "Polaroid camera, Polaroid Land camera", + "pole", + "police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria", + "poncho", + "pool table, billiard table, snooker table", + "pop bottle, soda bottle", + "pot, flowerpot", + "potter's wheel", + "power drill", + "prayer rug, prayer mat", + "printer", + "prison, prison house", + "projectile, missile", + "projector", + "puck, hockey puck", + "punching bag, punch bag, punching ball, punchball", + "purse", + "quill, quill pen", + "quilt, comforter, comfort, puff", + "racer, race car, racing car", + "racket, racquet", + "radiator", + "radio, wireless", + "radio telescope, radio reflector", + "rain barrel", + "recreational vehicle, RV, R.V.", + "reel", + "reflex camera", + "refrigerator, icebox", + "remote control, remote", + "restaurant, eating house, eating place, eatery", + "revolver, six-gun, six-shooter", + "rifle", + "rocking chair, rocker", + "rotisserie", + "rubber eraser, rubber, pencil eraser", + "rugby ball", + "rule, ruler", + "running shoe", + "safe", + "safety pin", + "saltshaker, salt shaker", + "sandal", + "sarong", + "sax, saxophone", + "scabbard", + "scale, weighing machine", + "school bus", + "schooner", + "scoreboard", + "screen, CRT screen", + "screw", + "screwdriver", + "seat belt, seatbelt", + "sewing machine", + "shield, buckler", + "shoe shop, shoe-shop, shoe store", + "shoji", + "shopping basket", + "shopping cart", + "shovel", + "shower cap", + "shower curtain", + "ski", + "ski mask", + "sleeping bag", + "slide rule, slipstick", + "sliding door", + "slot, one-armed bandit", + "snorkel", + "snowmobile", + "snowplow, snowplough", + "soap dispenser", + "soccer ball", + "sock", + "solar dish, solar collector, solar furnace", + "sombrero", + "soup bowl", + "space bar", + "space heater", + "space shuttle", + "spatula", + "speedboat", + "spider web, spider's web", + "spindle", + "sports car, sport car", + "spotlight, spot", + "stage", + "steam locomotive", + "steel arch bridge", + "steel drum", + "stethoscope", + "stole", + "stone wall", + "stopwatch, stop watch", + "stove", + "strainer", + "streetcar, tram, tramcar, trolley, trolley car", + "stretcher", + "studio couch, day bed", + "stupa, tope", + "submarine, pigboat, sub, U-boat", + "suit, suit of clothes", + "sundial", + "sunglass", + "sunglasses, dark glasses, shades", + "sunscreen, sunblock, sun blocker", + "suspension bridge", + "swab, swob, mop", + "sweatshirt", + "swimming trunks, bathing trunks", + "swing", + "switch, electric switch, electrical switch", + "syringe", + "table lamp", + "tank, army tank, armored combat vehicle, armoured combat vehicle", + "tape player", + "teapot", + "teddy, teddy bear", + "television, television system", + "tennis ball", + "thatch, thatched roof", + "theater curtain, theatre curtain", + "thimble", + "thresher, thrasher, threshing machine", + "throne", + "tile roof", + "toaster", + "tobacco shop, tobacconist shop, tobacconist", + "toilet seat", + "torch", + "totem pole", + "tow truck, tow car, wrecker", + "toyshop", + "tractor", + "trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi", + "tray", + "trench coat", + "tricycle, trike, velocipede", + "trimaran", + "tripod", + "triumphal arch", + "trolleybus, trolley coach, trackless trolley", + "trombone", + "tub, vat", + "turnstile", + "typewriter keyboard", + "umbrella", + "unicycle, monocycle", + "upright, upright piano", + "vacuum, vacuum cleaner", + "vase", + "vault", + "velvet", + "vending machine", + "vestment", + "viaduct", + "violin, fiddle", + "volleyball", + "waffle iron", + "wall clock", + "wallet, billfold, notecase, pocketbook", + "wardrobe, closet, press", + "warplane, military plane", + "washbasin, handbasin, washbowl, lavabo, wash-hand basin", + "washer, automatic washer, washing machine", + "water bottle", + "water jug", + "water tower", + "whiskey jug", + "whistle", + "wig", + "window screen", + "window shade", + "Windsor tie", + "wine bottle", + "wing", + "wok", + "wooden spoon", + "wool, woolen, woollen", + "worm fence, snake fence, snake-rail fence, Virginia fence", + "wreck", + "yawl", + "yurt", + "web site, website, internet site, site", + "comic book", + "crossword puzzle, crossword", + "street sign", + "traffic light, traffic signal, stoplight", + "book jacket, dust cover, dust jacket, dust wrapper", + "menu", + "plate", + "guacamole", + "consomme", + "hot pot, hotpot", + "trifle", + "ice cream, icecream", + "ice lolly, lolly, lollipop, popsicle", + "French loaf", + "bagel, beigel", + "pretzel", + "cheeseburger", + "hotdog, hot dog, red hot", + "mashed potato", + "head cabbage", + "broccoli", + "cauliflower", + "zucchini, courgette", + "spaghetti squash", + "acorn squash", + "butternut squash", + "cucumber, cuke", + "artichoke, globe artichoke", + "bell pepper", + "cardoon", + "mushroom", + "Granny Smith", + "strawberry", + "orange", + "lemon", + "fig", + "pineapple, ananas", + "banana", + "jackfruit, jak, jack", + "custard apple", + "pomegranate", + "hay", + "carbonara", + "chocolate sauce, chocolate syrup", + "dough", + "meat loaf, meatloaf", + "pizza, pizza pie", + "potpie", + "burrito", + "red wine", + "espresso", + "cup", + "eggnog", + "alp", + "bubble", + "cliff, drop, drop-off", + "coral reef", + "geyser", + "lakeside, lakeshore", + "promontory, headland, head, foreland", + "sandbar, sand bar", + "seashore, coast, seacoast, sea-coast", + "valley, vale", + "volcano", + "ballplayer, baseball player", + "groom, bridegroom", + "scuba diver", + "rapeseed", + "daisy", + "yellow lady's slipper, yellow lady-slipper, 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HcmV?d00001 diff --git a/mmp/a1/main.py b/mmp/a1/main.py new file mode 100644 index 0000000..c1d0eda --- /dev/null +++ b/mmp/a1/main.py @@ -0,0 +1,32 @@ +from typing import Sequence +import torch + + +def build_batch(paths: Sequence[str], transform=None) -> torch.Tensor: + """Exercise 1.1 + + @param paths: A sequence (e.g. list) of strings, each specifying the location of an image file. + @param transform: One or multiple image transformations for augmenting the batch images. + @return: Returns one single tensor that contains every image. + """ + raise NotImplementedError() + + +def get_model() -> torch.nn.Module: + """Exercise 1.2 + + @return: Returns a neural network, initialised with pretrained weights. + """ + raise NotImplementedError() + + +def main(): + """Exercise 1.3 + + Put all your code for exercise 1.3 here. + """ + raise NotImplementedError() + + +if __name__ == "__main__": + main() diff --git a/mmp/a1/tensors.py b/mmp/a1/tensors.py new file mode 100644 index 0000000..4574de1 --- /dev/null +++ b/mmp/a1/tensors.py @@ -0,0 +1,10 @@ +import torch + +def avg_color(img: torch.Tensor): + raise NotImplementedError() + +def mask(foreground: torch.Tensor, background: torch.Tensor, mask_tensor: torch.Tensor, threshold: float): + raise NotImplementedError() + +def add_matrix_vector(matrix: torch.Tensor, vector: torch.Tensor): + raise NotImplementedError() diff --git a/mmp/a2/__init__.py b/mmp/a2/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/mmp/a2/main.py b/mmp/a2/main.py new file mode 100644 index 0000000..0102036 --- /dev/null +++ b/mmp/a2/main.py @@ -0,0 +1,89 @@ +from typing import Tuple +import torch +import torch.nn as nn +import torch.optim as optim +from torch.utils.data import DataLoader + +# these are the labels from the Cifar10 dataset: +CLASSES = ( + "plane", + "car", + "bird", + "cat", + "deer", + "dog", + "frog", + "horse", + "ship", + "truck", +) + + +class MmpNet(nn.Module): + """Exercise 2.1""" + + def __init__(self, num_classes: int): + raise NotImplementedError() + + def forward(self, x: torch.Tensor): + raise NotImplementedError() + + +def get_dataloader( + is_train: bool, data_root: str, batch_size: int, num_workers: int +) -> DataLoader: + """Exercise 2.2 + + @param is_train: Whether this is the training or validation split + @param data_root: Where to download the dataset to + @param batch_size: Batch size for the data loader + @param num_workers: Number of workers for the data loader + """ + raise NotImplementedError() + + +def get_criterion_optimizer(model: nn.Module) -> Tuple[nn.Module, optim.Optimizer]: + """Exercise 2.3a + + @param model: The model that is being trained. + @return: Returns a tuple of the criterion and the optimizer. + """ + raise NotImplementedError() + + +def train_epoch( + model: nn.Module, + loader: DataLoader, + criterion: nn.Module, + optimizer: optim.Optimizer, + device: torch.device, +): + """Exercise 2.3b + + @param model: The model that should be trained + @param loader: The DataLoader that contains the training data + @param criterion: The criterion that is used to calculate the loss for backpropagation + @param optimizer: Executes the update step + @param device: The device where the epoch should run on + """ + raise NotImplementedError() + + +def eval_epoch(model: nn.Module, loader: DataLoader, device: torch.device) -> float: + """Exercise 2.3c + + @param model: The model that should be evaluated + @param loader: The DataLoader that contains the evaluation data + @param device: The device where the epoch should run on + + @return: Returns the accuracy over the full validation dataset as a float.""" + raise NotImplementedError() + + +def main(): + """Exercise 2.3d""" + raise NotImplementedError() + + +if __name__ == "__main__": + main() diff --git a/mmp/a3/__init__.py b/mmp/a3/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/mmp/a3/annotation.py b/mmp/a3/annotation.py new file mode 100644 index 0000000..68f2be1 --- /dev/null +++ b/mmp/a3/annotation.py @@ -0,0 +1,27 @@ +from typing import List +import numpy as np + + +class AnnotationRect: + """Exercise 3.1""" + + def __init__(self, x1, y1, x2, y2): + raise NotImplementedError() + + def area(self): + raise NotImplementedError() + + def __array__(self) -> np.ndarray: + raise NotImplementedError() + + @staticmethod + def fromarray(arr: np.ndarray): + raise NotImplementedError() + + +def read_groundtruth_file(path: str) -> List[AnnotationRect]: + """Exercise 3.1b""" + raise NotImplementedError() + + +# put your solution for exercise 3.1c wherever you deem it right diff --git a/mmp/a3/dataset.py b/mmp/a3/dataset.py new file mode 100644 index 0000000..75a9f5b --- /dev/null +++ b/mmp/a3/dataset.py @@ -0,0 +1,29 @@ +from typing import Tuple +import torch +from torch.utils.data import DataLoader + + +class MMP_Dataset(torch.utils.data.Dataset): + """Exercise 3.2""" + + def __init__(self, path_to_data: str, image_size: int): + """ + @param path_to_data: Path to the folder that contains the images and annotation files, e.g. dataset_mmp/train + @param image_size: Desired image size that this dataset should return + """ + raise NotImplementedError() + + def __getitem__(self, idx: int) -> Tuple[torch.Tensor, int]: + """ + @return: Tuple of image tensor and label. The label is 0 if there is one person and 1 if there a multiple people. + """ + raise NotImplementedError() + + def __len__(self) -> int: + raise NotImplementedError() + +def get_dataloader( + path_to_data: str, image_size: int, batch_size: int, num_workers: int, is_train: bool = True +) -> DataLoader: + + """Exercise 3.2d""" diff --git a/mmp/a3/main.py b/mmp/a3/main.py new file mode 100644 index 0000000..e2959fe --- /dev/null +++ b/mmp/a3/main.py @@ -0,0 +1,7 @@ +def main(): + """Put your code for Exercise 3.3 in here""" + raise NotImplementedError() + + +if __name__ == "__main__": + main() diff --git a/mmp/a4/anchor_grid.py b/mmp/a4/anchor_grid.py new file mode 100644 index 0000000..3c54c51 --- /dev/null +++ b/mmp/a4/anchor_grid.py @@ -0,0 +1,12 @@ +from typing import Sequence +import numpy as np + + +def get_anchor_grid( + num_rows: int, + num_cols: int, + scale_factor: float, + anchor_widths: Sequence[float], + aspect_ratios: Sequence[float], +) -> np.ndarray: + raise NotImplementedError() diff --git a/mmp/a4/dataset.py b/mmp/a4/dataset.py new file mode 100644 index 0000000..14dce49 --- /dev/null +++ b/mmp/a4/dataset.py @@ -0,0 +1,50 @@ +from typing import Tuple +import numpy as np +import torch +from torch.utils.data import DataLoader + + +class MMP_Dataset(torch.utils.data.Dataset): + def __init__( + self, + path_to_data: str, + image_size: int, + anchor_grid: np.ndarray, + min_iou: float, + is_test: bool, + ): + """ + @param anchor_grid: The anchor grid to be used for every image + @param min_iou: The minimum IoU that is required for an overlap for the label grid. + @param is_test: Whether this is the test set (True) or the validation/training set (False) + """ + raise NotImplementedError() + + def __getitem__(self, idx: int) -> Tuple[torch.Tensor, torch.Tensor, int]: + """ + @return: 3-tuple of image tensor, label grid, and image (file-)number + """ + raise NotImplementedError() + + def __len__(self) -> int: + raise NotImplementedError() + + +def get_dataloader( + path_to_data: str, + image_size: int, + batch_size: int, + num_workers: int, + anchor_grid: np.ndarray, + is_test: bool, +) -> DataLoader: + raise NotImplementedError() + + +def calculate_max_coverage(loader: DataLoader, min_iou: float) -> float: + """ + @param loader: A DataLoader object, generated with the get_dataloader function. + @param min_iou: Minimum IoU overlap that is required to count a ground truth box as covered. + @return: Ratio of how mamy ground truth boxes are covered by a label grid box. Must be a value between 0 and 1. + """ + raise NotImplementedError() diff --git a/mmp/a4/label_grid.py b/mmp/a4/label_grid.py new file mode 100644 index 0000000..3b61abd --- /dev/null +++ b/mmp/a4/label_grid.py @@ -0,0 +1,14 @@ +from typing import Sequence +import numpy as np + +from ..a3.annotation import AnnotationRect + + +def iou(rect1: AnnotationRect, rect2: AnnotationRect) -> float: + raise NotImplementedError() + + +def get_label_grid( + anchor_grid: np.ndarray, gts: Sequence[AnnotationRect], min_iou: float +) -> tuple[np.ndarray, ...]: + raise NotImplementedError() diff --git a/mmp/a5/main.py b/mmp/a5/main.py new file mode 100644 index 0000000..f05f48b --- /dev/null +++ b/mmp/a5/main.py @@ -0,0 +1,39 @@ +import torch +import torch.optim as optim + +from .model import MmpNet + + +def step( + model: MmpNet, + criterion, + optimizer: optim.Optimizer, + img_batch: torch.Tensor, + lbl_batch: torch.Tensor, +) -> float: + """Performs one update step for the model + + @return: The loss for the specified batch. Return a float and not a PyTorch tensor + """ + raise NotImplementedError() + + +def get_random_sampling_mask(labels: torch.Tensor, neg_ratio: float) -> torch.Tensor: + """ + @param labels: The label tensor that is returned by your data loader. + The values are either 0 (negative label) or 1 (positive label). + @param neg_ratio: The desired negative/positive ratio. + Hint: after computing the mask, check if the neg_ratio is fulfilled. + @return: A tensor with the same shape as labels + """ + assert labels.min() >= 0 and labels.max() <= 1 # remove this line if you want + raise NotImplementedError() + + +def main(): + """Put your training code for exercises 5.2 and 5.3 here""" + raise NotImplementedError() + + +if __name__ == "__main__": + main() diff --git a/mmp/a5/model.py b/mmp/a5/model.py new file mode 100644 index 0000000..fef4c95 --- /dev/null +++ b/mmp/a5/model.py @@ -0,0 +1,9 @@ +import torch + + +class MmpNet(torch.nn.Module): + def __init__(self, num_widths: int, num_aspect_ratios: int): + raise NotImplementedError() + + def forward(self, x: torch.Tensor) -> torch.Tensor: + raise NotImplementedError() diff --git a/mmp/a6/evallib.py b/mmp/a6/evallib.py new file mode 100644 index 0000000..1a96227 --- /dev/null +++ b/mmp/a6/evallib.py @@ -0,0 +1,102 @@ +import numpy as np +from ..a4.label_grid import iou + + +def _assign_detections(det_boxes_scores, gt_boxes, min_iou): + """Returns a list of 3-tuples (det_box, det_score, closest_gt_box)""" + + assert min_iou > 0, "min_iou should be greater than zero" + det2gt = [] + for det_box, det_score in det_boxes_scores: + # get all GTs that overlap at least by 0.5 and sort descending by overlap + best_iou = -1.0 + closest_gt_box = None + for gt in gt_boxes: + curr_iou = iou(gt, det_box) + if curr_iou > best_iou: + best_iou = curr_iou + closest_gt_box = gt + + if best_iou >= min_iou: + det2gt.append((det_box, det_score, closest_gt_box)) + else: + det2gt.append((det_box, det_score, None)) + + return det2gt + + +def calculate_ap_pr(det_boxes_scores: dict, gt_boxes: dict, min_iou=0.5): + """ + Calculates average precision for the given detections and ground truths. + This function also calculates precision and recall values that can be used to plot a PR curve + + @param det_boxes_scores: A dictionary that maps image numbers to a list of tuples, + containing detected AnnotationRect objects and a score. + @param gt_boxes: A dictionary that maps image numbers to the list of ground truth AnnotationRect objects. + """ + + for dets in det_boxes_scores.values(): + assert all( + isinstance(d, tuple) and len(d) == 2 for d in dets + ), "Your detection boxes must have scores" + + assert ( + len(set(gt_boxes.keys()).intersection(det_boxes_scores.keys())) > 0 + ), "The two dictionaries have no common keys. Maybe you have selected the wrong dataset?" + + gts_total = 0 + + dets2gts_flat = [] + for img in gt_boxes: + gts_total += len(gt_boxes[img]) + det2gts = _assign_detections( + det_boxes_scores.get(img, []), gt_boxes[img], min_iou + ) + dets2gts_flat.extend(det2gts) + + # sort by detection confidence + # p[1] is the score + dets2gts_flat.sort(key=lambda p: p[1], reverse=True) + + tp = np.zeros(len(dets2gts_flat), dtype=np.float32) + fp = np.zeros(len(dets2gts_flat), dtype=np.float32) + fn_cum = np.zeros(len(dets2gts_flat), dtype=np.float32) + gts_seen = {None} + for idx, (_det, _det_score, gt) in enumerate(dets2gts_flat): + gt_prev_seen = gt in gts_seen + # If detection was assigned to GT that was not previously assigned to anything-> TP + tp[idx] = gt is not None and not gt_prev_seen + # If detection was not assigned to GT or detection was assigned to a previously assigned GT -> FP + fp[idx] = (gt is None) or gt_prev_seen + # all gts that have not been assigned yet -> FN + gts_seen.add(gt) + fn_cum[idx] = gts_total - (len(gts_seen) - 1) + + # dets2gts_flat i sorted by score, therefore we can calculate tp and fp with cumsum + tp_cum = np.cumsum(tp) + fp_cum = np.cumsum(fp) + + precision = tp_cum / (tp_cum + fp_cum) + recall = tp_cum / (tp_cum + fn_cum) + average_prevision = np.trapz(precision, recall) + return average_prevision, precision, recall + + +# def example(): +# dboxes = { +# "31": [ +# (AnnotationRect(1, 2, 3, 4), 0.234), +# (AnnotationRect(9, 8, 7, 6), 2.431093), +# ], +# "32": [ +# (AnnotationRect(1, 2, 3, 4), 0.234), +# (AnnotationRect(9, 8, 7, 6), 2.431093), +# ], +# # ... +# } +# gboxes = { +# "31": [AnnotationRect(0, 3, 2, 3)], +# "32": [AnnotationRect(9, 9, 12, 23), AnnotationRect(1, 2, 40, 40)], +# } +# ap, _, _ = calculate_ap_pr(dboxes, gboxes) +# print("ap is", ap) diff --git a/mmp/a6/main.py b/mmp/a6/main.py new file mode 100644 index 0000000..cd3a4ff --- /dev/null +++ b/mmp/a6/main.py @@ -0,0 +1,40 @@ +from typing import List, Tuple +import torch +import numpy as np + +from ..a5.model import MmpNet +from ..a3.annotation import AnnotationRect + + +def batch_inference( + model: MmpNet, images: torch.Tensor, device: torch.device, anchor_grid: np.ndarray +) -> List[List[Tuple[AnnotationRect, float]]]: + raise NotImplementedError() + + +def evaluate() -> float: # feel free to change the arguments + """Evaluates a specified model on the whole validation dataset. + + @return: AP for the validation set as a float. + + You decide which arguments this function should receive + """ + raise NotImplementedError() + + +def evaluate_test(): # feel free to change the arguments + """Generates predictions on the provided test dataset. + This function saves the predictions to a text file. + + You decide which arguments this function should receive + """ + raise NotImplementedError() + + +def main(): + """Put the surrounding training code here. The code will probably look very similar to last assignment""" + raise NotImplementedError() + + +if __name__ == "__main__": + main() diff --git a/mmp/a6/model_output.txt b/mmp/a6/model_output.txt new file mode 100644 index 0000000..8425b8a --- /dev/null +++ b/mmp/a6/model_output.txt @@ -0,0 +1,928 @@ +00009713 218 51 531 500 0.9992377758026123 +00009713 241 63 442 341 0.05638350173830986 +00009713 314 62 523 359 0.04272805154323578 +00009713 356 146 518 486 0.027418583631515503 +00009713 361 80 501 269 0.02033345028758049 +00009713 371 303 511 502 0.016882028430700302 +00009713 182 82 332 421 0.011045699007809162 +00009713 268 56 418 202 0.010104012675583363 +00009713 349 425 503 512 0.009388841688632965 +00009713 269 206 427 500 0.008801761083304882 +00009713 287 420 431 512 0.006916396785527468 +00009713 372 53 518 187 0.006824038457125425 +00009713 3 0 139 267 0.005639121402055025 +00009713 455 119 589 400 0.00560223450884223 +00009713 191 95 316 266 0.004849089775234461 +00009713 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+1,15 @@ +from typing import List, Sequence, Tuple + +from ..a3.annotation import AnnotationRect + + +def non_maximum_suppression( + boxes_scores: Sequence[Tuple[AnnotationRect, float]], threshold: float +) -> List[Tuple[AnnotationRect, float]]: + """Exercise 6.1 + @param boxes_scores: Sequence of tuples of annotations and scores + @param threshold: Threshold for NMS + + @return: A list of tuples of the remaining boxes after NMS together with their scores + """ + raise NotImplementedError() diff --git a/mmp/a7/dataset.py b/mmp/a7/dataset.py new file mode 100644 index 0000000..87af35f --- /dev/null +++ b/mmp/a7/dataset.py @@ -0,0 +1,2 @@ +# copy your dataset.py code from assignment 6 here +# everything that you want points for has to be in this folder diff --git a/mmp/a7/main.py b/mmp/a7/main.py new file mode 100644 index 0000000..9e5e677 --- /dev/null +++ b/mmp/a7/main.py @@ -0,0 +1,7 @@ +def main(): + """Put the surrounding training code here. The code will probably look very similar to last assignment""" + raise NotImplementedError() + + +if __name__ == "__main__": + main() diff --git a/mmp/a8/bbr.py b/mmp/a8/bbr.py new file mode 100644 index 0000000..d2d6c6d --- /dev/null +++ b/mmp/a8/bbr.py @@ -0,0 +1,26 @@ +import torch +import numpy as np + +from ..a3.annotation import AnnotationRect + + +def get_bbr_loss( + anchor_boxes: torch.Tensor, + adjustments: torch.Tensor, + groundtruths: torch.Tensor, +): + """ + @param anchor_boxes: Batch of box coordinates from the anchor grid + @param adjustments: Batch of adjustments of the prediction (#data, 4) + @param groundtruths: Batch of ground truth data given as (x1, y1, x2, y2) (#data, 4) + """ + raise NotImplementedError() + + +def apply_bbr(anchor_box: np.ndarray, adjustment: torch.Tensor) -> AnnotationRect: + """Calculates an AnnotationRect based on a given anchor box and adjustments + + @param anchor_box: Single box coordinates from the anchor grid + @param adjustment: Adjustments, generated by the model + """ + raise NotImplementedError() diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..54b48ac --- /dev/null +++ b/requirements.txt @@ -0,0 +1,9 @@ +# these are the python packages that are used for testing +# if you use other packages, you might loose points +matplotlib==3.8.4 +numpy==1.26.4 +pillow==10.3.0 +pytest==8.1.1 +torch==2.2.2 +torchvision==0.17.2 +tqdm==4.66.2 diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..b8609fe --- /dev/null +++ b/tests/__init__.py @@ -0,0 +1,52 @@ +import ast +from pathlib import Path + +MMP_PARENTS = ["mmp"] + [f"a{i}" for i in range(1, 9)] +MMP_LOCAL_MODULES = [ + "anchor_grid", + "annotation", + "bbr", + "dataset", + "evallib", + "label_grid", + "main", + "model", + "nms", +] + + +def check_bad_imports(file_path: Path | list[Path]): + if not isinstance(file_path, list): + file_path = [file_path] + bad_imports = [] + + for path in file_path: + with open(path, "r") as file: + tree = ast.parse(file.read(), filename=path) + + absolute_imports = set() + for node in ast.walk(tree): + if isinstance(node, ast.Import): + for n in node.names: + for req in MMP_PARENTS: + if req in n.name: + absolute_imports.add(n.lineno) + for req in MMP_LOCAL_MODULES: + if req == n.name: + absolute_imports.add(n.lineno) + if isinstance(node, ast.ImportFrom): + if node.level == 0: + for req in MMP_PARENTS: + if req in node.module: + absolute_imports.add(node.lineno) + for req in MMP_LOCAL_MODULES: + if req == node.module: + absolute_imports.add(node.lineno) + if len(absolute_imports) > 0: + bad_imports.append((path, sorted(absolute_imports))) + if len(bad_imports) != 0: + message = "\n There are absolute imports in the following files:\n" + for path, line_numbers in bad_imports: + message += f"{path}: {', '.join(str(num) for num in line_numbers)}\n" + assert len(bad_imports) == 0, message + diff --git a/tests/test_a1.py b/tests/test_a1.py new file mode 100644 index 0000000..7a7b27f --- /dev/null +++ b/tests/test_a1.py @@ -0,0 +1,62 @@ +from datetime import datetime +import pytest +from pathlib import Path +from tempfile import TemporaryDirectory +import numpy as np +from PIL import Image +import torch +import torchvision + +from . import check_bad_imports +from mmp.a1 import main, tensors + +current_assignment = pytest.mark.skipif( + not (datetime.now() <= datetime(2025, 10, 22, 23, 59, 59)), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a1/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_main(): + # for testing: generate random image + img1 = Image.fromarray((np.random.rand(128, 128, 3) * 255).astype(np.uint8)) + img2 = Image.fromarray((np.random.rand(128, 128, 3) * 255).astype(np.uint8)) + tfm = torchvision.transforms.Resize(320) + with TemporaryDirectory() as img_dir: + img_dir = Path(img_dir) + p1 = str(img_dir / "img1.jpg") + p2 = str(img_dir / "img2.jpg") + img1.save(p1) + img2.save(p2) + batch = main.build_batch([p1, p2]) + batch_transformed = main.build_batch([p1, p2], transform=tfm) + assert isinstance(batch, torch.Tensor) + assert len(batch) == 2 + + model = main.get_model() + assert isinstance(model, torch.nn.Module) + + main.main + + +@current_assignment +def test_tensors(): + avg = tensors.avg_color(torch.rand(3, 128, 128)) + assert isinstance(avg, torch.Tensor) + assert len(avg) == 3 + + masked = tensors.mask( + torch.rand(3, 128, 128), torch.rand(3, 128, 128), torch.rand(128, 128), 0.3 + ) + assert isinstance(masked, torch.Tensor) + assert masked.shape == (3, 128, 128) + + result = tensors.add_matrix_vector(torch.rand(3, 4), torch.rand(3)) + assert isinstance(result, torch.Tensor) + assert result.shape == (3, 4) diff --git a/tests/test_a2.py b/tests/test_a2.py new file mode 100644 index 0000000..e39718f --- /dev/null +++ b/tests/test_a2.py @@ -0,0 +1,42 @@ +from datetime import datetime +import pytest +from pathlib import Path +import torch +import os + +from . import check_bad_imports +from mmp.a2 import main + +current_assignment = pytest.mark.skipif( + not (datetime(2025, 10, 23) <= datetime.now() <= datetime(2025, 10, 29, 23, 59, 59)), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a2/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_main(): + assert issubclass(main.MmpNet, torch.nn.Module) + net = main.MmpNet(12) + assert isinstance(net(torch.rand(2, 3, 128, 128)), torch.Tensor) + + loader = main.get_dataloader( + is_train=False, + data_root=os.path.join(os.environ["TORCH_HOME"], "datasets"), + batch_size=2, + num_workers=0, + ) + x = next(iter(loader)) + crit, opt = main.get_criterion_optimizer(net) + assert isinstance( + crit(torch.rand(10, 4), (torch.rand(10) * 2).long()), torch.Tensor + ) + assert isinstance(opt, torch.optim.Optimizer) + main.train_epoch + main.eval_epoch + main.main diff --git a/tests/test_a3.py b/tests/test_a3.py new file mode 100644 index 0000000..34b66c0 --- /dev/null +++ b/tests/test_a3.py @@ -0,0 +1,49 @@ +# -*- coding: utf-8 -*- +from datetime import datetime +from pathlib import Path +import torch +import pytest + +from . import check_bad_imports + + +current_assignment = pytest.mark.skipif( + not (datetime(2025, 10, 30) <= datetime.now() <= datetime(2025, 11, 5, 23, 59, 59)), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a3/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_dataset(): + from mmp.a3 import dataset + + assert issubclass(dataset.MMP_Dataset, torch.utils.data.Dataset) + + +@current_assignment +def test_annotation(): + from mmp.a3 import annotation + + rect = annotation.AnnotationRect(x1=3, y1=2, x2=40, y2=50) + assert rect.x1 == 3 + assert rect.y1 == 2 + assert rect.x2 == 40 + assert rect.y2 == 50 + rect = annotation.AnnotationRect(x1=3, y1=2, x2=40, y2=50) + assert rect.x1 == 3 + assert rect.y1 == 2 + assert rect.x2 == 40 + assert rect.y2 == 50 + + +@current_assignment +def test_main(): + from mmp.a3 import main + + main.main diff --git a/tests/test_a4.py b/tests/test_a4.py new file mode 100644 index 0000000..33a2392 --- /dev/null +++ b/tests/test_a4.py @@ -0,0 +1,53 @@ +# -*- coding: utf-8 -*- + +from datetime import datetime +from pathlib import Path +import pytest + +from . import check_bad_imports +from mmp.a4 import anchor_grid, label_grid, dataset + +current_assignment = pytest.mark.skipif( + not (datetime(2025, 11, 6) <= datetime.now() <= datetime(2025, 11, 12, 23, 59, 59)), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a4/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_anchor_grid(): + grid = anchor_grid.get_anchor_grid( + num_rows=4, + num_cols=5, + scale_factor=12.0, + anchor_widths=[30.0, 80.0], + aspect_ratios=[0.5, 1.0], + ) + assert grid.ndim == 5 + assert grid.shape[-1] == 4 + + +@current_assignment +def test_iou(): + label_grid.iou + + +@current_assignment +def test_label_grid(): + lg, *_ = label_grid.get_label_grid( + anchor_grid=anchor_grid.get_anchor_grid(2, 2, 10, [10.0], [1.0]), + gts=[], + min_iou=0.5, + ) + assert lg.dtype == bool + + +@current_assignment +def test_dataset(): + dataset.MMP_Dataset + dataset.calculate_max_coverage diff --git a/tests/test_a5.py b/tests/test_a5.py new file mode 100644 index 0000000..555ddf9 --- /dev/null +++ b/tests/test_a5.py @@ -0,0 +1,34 @@ +# -*- coding: utf-8 -*- + +from datetime import datetime +from pathlib import Path +import pytest +import torch + +from . import check_bad_imports +from mmp.a5 import model, main + +current_assignment = pytest.mark.skipif( + not (datetime(2025, 11, 13) <= datetime.now() <= datetime(2025, 11, 26, 23, 59, 59)), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a5/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_model(): + net = model.MmpNet(num_widths=4, num_aspect_ratios=2) + assert isinstance(net, torch.nn.Module) + output = net(torch.rand(2, 3, 224, 224)) + + +@current_assignment +def test_main(): + main.get_random_sampling_mask + main.main + main.step diff --git a/tests/test_a6.py b/tests/test_a6.py new file mode 100644 index 0000000..ceb7d4d --- /dev/null +++ b/tests/test_a6.py @@ -0,0 +1,32 @@ +# -*- coding: utf-8 -*- + +from datetime import datetime +from pathlib import Path +import pytest + +from . import check_bad_imports +from mmp.a6 import nms, main + + +current_assignment = pytest.mark.skipif( + not (datetime(2025, 11, 27) <= datetime.now() <= datetime(2025, 12, 10, 23, 59, 59)), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a6/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_nms(): + nms.non_maximum_suppression + + +@current_assignment +def test_main(): + main.evaluate_test + main.evaluate + main.batch_inference diff --git a/tests/test_a7.py b/tests/test_a7.py new file mode 100644 index 0000000..5ed6da7 --- /dev/null +++ b/tests/test_a7.py @@ -0,0 +1,31 @@ +# -*- coding: utf-8 -*- + +from datetime import datetime +from pathlib import Path +import pytest + +from . import check_bad_imports +from mmp.a7 import main, dataset + + +current_assignment = pytest.mark.skipif( + not (datetime(2025, 12, 11) <= datetime.now() <= datetime(2025, 12, 17, 23, 59, 59)), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a7/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_main(): + main.main + + +@current_assignment +def test_dataset(): + dataset.MMP_Dataset + dataset.get_dataloader diff --git a/tests/test_a8.py b/tests/test_a8.py new file mode 100644 index 0000000..7c40a4d --- /dev/null +++ b/tests/test_a8.py @@ -0,0 +1,36 @@ +# -*- coding: utf-8 -*- + +from datetime import datetime +from pathlib import Path +import pytest +import torch + +from . import check_bad_imports +from mmp.a8 import bbr + + +current_assignment = pytest.mark.skipif( + not (datetime(2025, 12, 18) <= datetime.now()), + reason="This is not the current assignment.", +) + + +@current_assignment +def test_no_abs_import(): + paths = list(Path().glob("mmp/a8/*.py")) + check_bad_imports(paths) + + +@current_assignment +def test_bbr(): + anchor_boxes = torch.tensor([10, 100, 10, 100]).unsqueeze(0) + adjustments = torch.tensor([0.2, 0.2, 0.2, 0.2]).unsqueeze(0) + groundtruths = torch.tensor([20, 100, 20, 90]).unsqueeze(0) + loss = bbr.get_bbr_loss(anchor_boxes, adjustments, groundtruths) + assert isinstance(loss, torch.Tensor) + assert loss.ndim == 0 + + anchor_pos = torch.tensor([10, 100, 10, 100]) + adj = torch.tensor([0.2, 0.2, 0.2, 0.2]) + rect = bbr.apply_bbr(anchor_pos, adj) + assert isinstance(rect.x1, float)