From 3d676116a74db21d86a036c6d332cac05261ad50 Mon Sep 17 00:00:00 2001 From: franksim Date: Thu, 30 Oct 2025 12:29:03 +0000 Subject: [PATCH] assignment-a3: adds annotation visualization and document --- mmp/a3/annotation.py | 43 +++++++++++++++++++++++ mmp/a3/document.pdf | Bin 0 -> 137473 bytes mmp/a3/document.tex | 80 +++++++++++++++++++++++++++++++++++++++++++ mmp/a3/output.jpg | Bin 0 -> 55543 bytes 4 files changed, 123 insertions(+) create mode 100644 mmp/a3/document.pdf create mode 100644 mmp/a3/document.tex create mode 100644 mmp/a3/output.jpg diff --git a/mmp/a3/annotation.py b/mmp/a3/annotation.py index 7199413..c2fb123 100644 --- a/mmp/a3/annotation.py +++ b/mmp/a3/annotation.py @@ -1,7 +1,9 @@ import glob import os +import re from typing import List import numpy as np +from PIL import Image, ImageDraw class AnnotationRect: @@ -36,3 +38,44 @@ def read_groundtruth_file(path: str) -> List[AnnotationRect]: return annotationRects +def get_image_with_max_annotations(dir_path: str) -> str: + img_pattern = re.compile(r'^(\d+)\.jpg$') + files = set(os.listdir(dir_path)) + max_file = None + max_annotations = 0 + + for fname in files: + match = img_pattern.match(fname) + if match: + img_file = os.path.join(dir_path, fname) + annotations_number = len(read_groundtruth_file(os.path.join( + dir_path, f"{match.group(1)}.gt_data.txt"))) + if (annotations_number > max_annotations): + max_file = img_file + max_annotations = annotations_number + return max_file + + +def visualize_image(image_path: str, output_path='output.jpg', rect_color=(255, 0, 0), width=2): + img_pattern = re.compile(r'(.*)(\.jpg)') + match = img_pattern.match(image_path) + annotations = read_groundtruth_file(f"{match.group(1)}.gt_data.txt") + + img = Image.open(image_path).convert('RGB') + draw = ImageDraw.Draw(img) + + for annotation in annotations: + draw.rectangle([annotation.x1, annotation.y1, annotation.x2, annotation.y2], + outline=rect_color, width=width) + + img.save(output_path) + + +def main(): + image_file = get_image_with_max_annotations( + "/home/ubuntu/mmp_wise2526_franksim/.data/mmp-public-3.2/train") + visualize_image(image_file) + + +if __name__ == "__main__": + main() diff --git a/mmp/a3/document.pdf b/mmp/a3/document.pdf new file mode 100644 index 0000000000000000000000000000000000000000..050dd4c6e9df130d15d34458c7390719b03106f0 GIT binary patch literal 137473 zcmbTdcT`i+*DZQNfY1bK0uqW8=}L#ti*%JDRY2*zB=jN>Kv6IRLRCsYrAzM!2q@B< zfb?pBNbg_(;qm*vJMO*X-GA*LQ$*~Z3U%1qF)x4;{Un{aiR@B&0b1yHVWNboKCa^x?d(>0#^V_`uQL+rg1SNr}SO z&&Sc$lOkxQ%=D4|tjf(+yxCU%=-HB^^GPNvLt@<1SPDHw1L`!ylP7lSTW{*yzT)as zb;#4S6Z0Kv7J?7gT6?Fur?-|Kx|2TUWFD;Mph{&LWpR?C5WqOfY{hZZc}i6AnZe@MD0lwM6j9TUdF!|DCoGHv<79trLQ6mR6o#5wd#}&kEe6nhPKB)?% zePmi#zeCKM!N8g7q;1C^%b-g7C;8|PSw{X-N_Sf_!c=LRXRvJ2x8p-Izng^gU)E+K zeVKxM_bC4UsMayE|LbXS#4E6}Skmv)_?mS4-L%+*5iRh;s ztA42nPK4X>;zLgr;&5q8ZX41enNd_~B>E0naM}7N`_{LEG@dO( zvkUGL?>2n?OzL05b5v&hi+oSYkOR9J*poOn+IRHoxwT$^`Z@lgrdq=OcvQ8}2kYEp zwq~AVXMGaKdp 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\assignmentnumber} +\fancyhead[R]{\name} +\fancyfoot[C]{\thepage} + +% Other packages +\usepackage{enumitem} +\usepackage{graphicx} + +% Custom commands for easy detail insertion +\newcommand{\assignmentnumber}{03} % <-- CHANGE Assignment Number +\newcommand{\name}{Simon Franken} % <-- CHANGE YOUR NAME +\newcommand{\course}{Multimedia Project WiSe 2526} % <-- CHANGE COURSE NAME +\newcommand{\duedate}{2025-11-05} % <-- CHANGE DUE DATE + +% Title formatting +\usepackage{titling} +\pretitle{ + \vspace*{2cm} + \begin{center} + \LARGE\bfseries +} +\posttitle{\par\end{center}\vspace{1cm}} + +\begin{document} + +\title{Assignment \assignmentnumber} +\author{\name} +\date{\duedate} + +\maketitle + +\begin{center} + \textbf{Course:} \course +\end{center} +\vspace{0.5cm} + +%------------------ START OF ASSIGNMENT ----------------------- + +% Write your solutions below + +\section*{Exercise 3.1 Dataset Parsing} + +\begin{enumerate}[label=\alph*)] + \setcounter{enumi}{2} + \item \begin{figure}[htp] + \centering + \includegraphics[width=4cm]{output.jpg} + \caption{02254418.jpg with 18 annotations} + \end{figure} +\end{enumerate} + +\section*{Exercise 3.3 Training} +\begin{tabular}{|c||c|} + \hline Batch size & 32 \\ + \hline Training epoches & 10 \\ + \hline Loss & 0.3719 \\ + \hline Accuracy & 78.90 \% \\ + \hline +\end{tabular} + +%------------------ END OF ASSIGNMENT ----------------------- + +\end{document} \ No newline at end of file diff --git a/mmp/a3/output.jpg b/mmp/a3/output.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6bfc61306c951f026ec5df4697a2b0072feb83c GIT binary patch literal 55543 zcmbSycQjn#|K=To(L%H!Mu{Q1Xu;?udPIpDBzkY7mtc@c$QVXVgdvF@B|1Tnh~9$e zH8V`~PDX_F{q3IJJ^R=0zW3aF?mf4h_qm^2KA-1#-plFBW#GD=maY~60s#Q%Y633j z01beGoE$<K@o8Y zX=!OLez=mHq@tLVwB&y-0-~g(q@ku^y>^XN@)q=#;UK~Kn|cIFo*{rp$CEK zL6=yW%|It7sU{W%22n8h-_0<9O*8vg`7)(M6CL<#yy*fJbYCk|qPsVUd zLXDi!*dD@zV3Lf%yrY1rS9da-{Mh4_a`2C(q`JYv%660QHot(Nkn~*{Svk18#yw3f 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