Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

NVR with realtime local object detection for IP cameras

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

deep learning for image processing including classification and object-detection etc.

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

End-to-End Object Detection with Transformers

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

A paper list of object detection using deep learning.

YOLOv10: Real-Time End-to-End Object Detection [NeurIPS 2024]

[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Object detection, 3D detection, and pose estimation using center point detection:

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

OpenMMLab's next-generation platform for general 3D object detection.

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

[ICLR 2026] RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning.

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Most popular metrics used to evaluate object detection algorithms.

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

Keras implementation of RetinaNet object detection.

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.