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The Top 23 Object Detection Open Source Projects

Open source projects categorized as Object Detection
Categories > Artificial Intelligence > Object Detection
Yolov5 ⭐ 43,744
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3most recent commit 8 hours agopypi ultralytics-yolov5} Downloads
Detectron2 ⭐ 27,417
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
dependent packages 6total releases 2most recent commit 17 hours agopypi detectron2} Downloads
Mmdetection ⭐ 26,313
OpenMMLab Detection Toolbox and Benchmark
dependent packages 31total releases 52most recent commit a day agopypi mmdet} Downloads
Mask_rcnn ⭐ 23,668
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
total releases 5most recent commit 25 days ago
Darknet ⭐ 21,048
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit a month ago
Deep Learning For Image Processing ⭐ 18,759
deep learning for image processing including classification and object-detection etc.
most recent commit 8 days ago
Ultralytics ⭐ 16,531
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 84total releases 267most recent commit 8 hours agopypi ultralytics} Downloads
Cvpr2023 Papers With Code ⭐ 14,092
CVPR 2023 论文和开源项目合集
most recent commit 4 months ago
Albumentations ⭐ 12,870
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 273total releases 53most recent commit 17 hours agopypi albumentations} Downloads
Detr ⭐ 12,184
End-to-End Object Detection with Transformers
total releases 3most recent commit 8 hours ago
Frigate ⭐ 12,084
NVR with realtime local object detection for IP cameras
most recent commit 7 hours ago
Cvpr2023 Paper Code Interpretation ⭐ 12,058
cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理
most recent commit 8 months ago
Swin Transformer ⭐ 11,919
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
most recent commit a month ago
Paddledetection ⭐ 11,530
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
dependent packages 1total releases 9most recent commit 2 days agopypi paddledet} Downloads
Deep_learning_object_detection ⭐ 10,821
A paper list of object detection using deep learning.
most recent commit a year ago
Cvat ⭐ 10,529
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.
dependent packages 3total releases 23most recent commit 9 hours agopypi cvat-sdk} Downloads
Yolov3 ⭐ 9,806
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 4 days ago
Computervision Recipes ⭐ 9,182
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 2 months ago
Yolox ⭐ 8,667
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
dependent packages 1total releases 3most recent commit 22 days agopypi yolox} Downloads
Pytorch Grad Cam ⭐ 8,461
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
dependent packages 10total releases 28most recent commit 20 days agopypi grad-cam} Downloads
Imageai ⭐ 8,051
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
dependent packages 6total releases 13most recent commit 2 months agopypi imageai} Downloads
Ailab ⭐ 7,515
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
most recent commit 5 months ago
Supervision ⭐ 7,267
We write your reusable computer vision tools. 💜
dependent packages 57total releases 39most recent commit 7 hours agopypi supervision} Downloads
The 10 Most Depended On Object Detection Open Source Projects
Ultralytics ⭐ 16,531
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 84total releases 267latest release December 03, 2023most recent commit 8 hours agopypi ultralytics} Downloads
Supervision ⭐ 7,267
We write your reusable computer vision tools. 💜
dependent packages 57total releases 39latest release December 05, 2023most recent commit 7 hours agopypi supervision} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
Mmdetection ⭐ 26,313
OpenMMLab Detection Toolbox and Benchmark
dependent packages 31total releases 52latest release October 12, 2023most recent commit a day agopypi mmdet} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 5 months agopypi catalyst} Downloads
Autogluon ⭐ 6,498
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,163latest release December 05, 2023most recent commit 9 hours agopypi autogluon.core} Downloads
Sahi ⭐ 3,202
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 12 days agopypi sahi} Downloads
Raster Vision ⭐ 1,943
An open source library and framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 11latest release October 17, 2023most recent commit 17 days agopypi rastervision-pipeline} Downloads
The 10 Latest Releases In Object Detection Open Source Projects
Supervision ⭐ 7,267
We write your reusable computer vision tools. 💜
dependent packages 57total releases 39latest release December 05, 2023most recent commit 7 hours agopypi supervision} Downloads
Autogluon ⭐ 6,498
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,163latest release December 05, 2023most recent commit 9 hours agopypi autogluon.core} Downloads
Sparseml ⭐ 1,853
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 5total releases 37latest release December 04, 2023most recent commit 7 hours agopypi sparseml} Downloads
Ultralytics ⭐ 16,531
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 84total releases 267latest release December 03, 2023most recent commit 8 hours agopypi ultralytics} Downloads
Deepsparse ⭐ 2,651
Sparsity-aware deep learning inference runtime for CPUs
dependent packages 3total releases 140latest release December 01, 2023most recent commit 6 hours agopypi deepsparse-nightly} Downloads
Super Gradients ⭐ 3,871
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38latest release November 23, 2023most recent commit 10 hours agopypi super-gradients} Downloads
Evadb ⭐ 2,447
Database system for AI-powered apps
total releases 45latest release November 19, 2023most recent commit 2 days ago
Sahi ⭐ 3,202
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 12 days agopypi sahi} Downloads
Mmdetection3d ⭐ 4,345
OpenMMLab's next-generation platform for general 3D object detection.
dependent packages 1total releases 34latest release October 19, 2023most recent commit 15 hours agopypi mmdet3d} Downloads
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