bounding-boxes

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

metrics object-detection bounding-boxes pascal-voc mean-average-precision coco-dataset precision-recall average-precision coco-api pacal-voc-ap pascal-metrics

UpdatedAug 29, 2025
Python

Cartucho /OpenLabeling

Star955

Label images and video for Computer Vision applications

opencv gui yolo object-detection darknet bounding-boxes pascal-voc training-yolo labeling-tool darkflow

UpdatedJul 6, 2022
Python

hukenovs /hagrid

Star912

HAnd Gesture Recognition Image Dataset

computer-vision deep-learning dataset image-classification bounding-boxes gesture-recognition hands gestures-classification

UpdatedFeb 27, 2025
Python

ch-sa /labelCloud

Star759

A lightweight tool for labeling 3D bounding boxes in point clouds.

machine-learning computer-vision annotation tool labeling point-clouds bounding-boxes 3d-object-detection 6d-pose-estimation

UpdatedNov 9, 2025
Python

parkpow /deep-license-plate-recognition

Star629

Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works with any camera.

machine-learning ocr deep-learning bounding-boxes anpr alpr plate-detection license-plate-recognition number-plate-recognition

UpdatedDec 12, 2025
C++

l3p-cv /lost

Star574

Label Objects and Save Time (LOST) - Design your own smart Image Annotation process in a web-based environment.

machine-learning computer-vision image-annotation machine-vision bounding-boxes annotation-tool annotation-framework polygon-annotations annotation-process

UpdatedDec 17, 2025
Python

kcg2015 /Vehicle-Detection-and-Tracking

Star554

Computer vision based vehicle detection and tracking using Tensorflow Object Detection API and Kalman-filtering

tracking computer-vision detection keras object-detection kalman-filtering bounding-boxes bayesian-filter hungarian-algorithm occlusion linear-assignment-problem single-shot-multibox-detector mobilenet-ssd tensorflow-object-detection-api

UpdatedMay 23, 2020
Python

gabyx /ApproxMVBB

Sponsor

Star467

Fast algorithms to compute an approximation of the minimal volume oriented bounding box of a point cloud in 3D.

kd-tree point-cloud volume bounding-boxes outlier-removal oobb

UpdatedNov 18, 2021
C++

UniversalDataTool /react-image-annotate

Star432

Create image annotations. Classify, tag images with polygons, bounding boxes or points.

polygons hacktoberfest bounding-boxes image-annotations

UpdatedMay 8, 2024
JavaScript

shoumikchow /bbox-visualizer

Sponsor

Star414

Make drawing and labeling bounding boxes a piece of cake

computer-vision deep-learning image-annotation annotation cv annotations python3 object-detection labeling object-recognition bounding-boxes boundingbox image-labeling computer-vision-tools bounding-box image-labeling-tool data-labeling bboxes

UpdatedJun 27, 2025
Python

xslittlegrass /CarND-Vehicle-Detection

Star391

Vehicle detection using YOLO in Keras runs at 21FPS

keras yolo convolutional-neural-networks bounding-boxes vehicle-detection

UpdatedApr 27, 2017
Jupyter Notebook

pylabel-project /pylabel

Star343

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

computer-vision dataset coco object-detection bounding-boxes annotation-tool yolov5