object-detection

🤖 The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference

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UpdatedOct 7, 2025
Go

roboflow /supervision

Star35.5k

We write your reusable computer vision tools. 💜

python tracking machine-learning computer-vision deep-learning metrics tensorflow image-processing pytorch video-processing yolo classification coco object-detection hacktoberfest pascal-voc low-code instance-segmentation oriented-bounding-box

UpdatedOct 6, 2025
Python

open-mmlab /mmdetection

Star31.8k

OpenMMLab Detection Toolbox and Benchmark

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UpdatedAug 21, 2024
Python

blakeblackshear /frigate

Sponsor

Star26.3k

NVR with realtime local object detection for IP cameras

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UpdatedOct 8, 2025
TypeScript

WZMIAOMIAO /deep-learning-for-image-processing

Star25.5k

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

deep-learning pytorch classification segmentation bilibili object-detection tensorflow2

UpdatedJan 12, 2025
Python

matterport /Mask_RCNN

Star25.4k

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

tensorflow keras object-detection instance-segmentation mask-rcnn

UpdatedJun 7, 2024
Python

AlexeyAB /darknet

Star22.1k

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-neural-networks computer-vision deep-learning neural-network dnn yolo object-detection deep-learning-tutorial yolov3 yolov4 scaledyolov4 scaled-yolov4

UpdatedAug 28, 2025
C

amusi /CVPR2025-Papers-with-Code

Star21.1k

CVPR 2025 论文和开源项目合集

python machine-learning computer-vision deep-learning paper image-processing transformers transformer object-detection image-segmentation visual-tracking semantic-segmentation cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023 cvpr2024 cvpr2025

UpdatedJul 2, 2025

microsoft /Swin-Transformer

Star15.3k

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

imagenet image-classification object-detection semantic-segmentation mscoco mask-rcnn ade20k swin-transformer

UpdatedJul 24, 2024
Python

albumentations-team /albumentations

Sponsor

Star15.2k

Fast and flexible image augmentation library. Paper about the library:https://www.mdpi.com/2078-2489/11/2/125

python machine-learning deep-learning detection image-processing image-classification segmentation object-detection image-segmentation image-augmentation augmentation fast-augmentations

UpdatedJun 25, 2025
Python

cvat-ai /cvat

Star14.5k

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

computer-vision deep-learning image-annotation annotation tensorflow video-annotation annotations pytorch dataset imagenet image-classification object-detection labeling semantic-segmentation annotation-tool boundingbox image-labeling labeling-tool computer-vision-annotation image-labelling-tool

UpdatedOct 7, 2025
Python

PaddlePaddle /PaddleDetection

Star13.8k

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

faster-rcnn face-detection object-detection human-pose-estimation human-activity-recognition multi-object-tracking instance-segmentation mask-rcnn yolov3 deepsort fcos blazeface yolov5 detr pp-yolo fairmot yolox picodet yolov7 rt-detr

UpdatedSep 25, 2025
Python

extreme-assistant /CVPR2024-Paper-Code-Interpretation

Star12.5k

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

machine-learning computer-vision deep-learning image-classification object-detection papers image-segmentation cvpr2019 cvpr2020 cvpr2021 cvpr2022

UpdatedApr 25, 2024

jacobgil /pytorch-grad-cam

Star12.2k

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

machine-learning computer-vision deep-learning grad-cam pytorch image-classification object-detection visualizations interpretability class-activation-maps interpretable-deep-learning interpretable-ai explainable-ai explainable-ml xai score-cam vision-transformers

UpdatedApr 7, 2025
Python

hoya012 /deep_learning_object_detection

Star11.4k

A paper list of object detection using deep learning.

deep-neural-networks deep-learning deeplearning object-detection objectdetection

UpdatedFeb 12, 2024
Python

ultralytics /yolov3

Star10.5k

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

machine-learning deep-learning yolo object-detection yolov3 yolov5 ultralytics

UpdatedOct 4, 2025
Python

Megvii-BaseDetection /YOLOX

Star10.1k

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation:https://yolox.readthedocs.io/

deep-learning pytorch yolo object-detection tensorrt ncnn onnx yolov3 openvino megengine yolox