Popular GitHub Repositories for Bounding Boxes

Image augmentation for machine learning experiments.

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

A library for prototyping realtime hand detection (bounding box), directly in the browser.

Just draw a bounding box and you can remove the object you want to remove.

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

Data Augmentation For Object Detection

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.

Label images and video for Computer Vision applications

HAnd Gesture Recognition Image Dataset

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

GUI for marking bounded boxes of objects in images for training neural network YOLO

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

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

[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"

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

3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)

PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry