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The Top 23 Python Pytorch Object Detection Open Source Projects

Open source projects categorized as Python Pytorch Object Detection
Yolov5 ⭐ 44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3most recent commit 3 months agopypi ultralytics-yolov5} Downloads
Mmdetection ⭐ 26,886
OpenMMLab Detection Toolbox and Benchmark
dependent packages 31total releases 52most recent commit 3 months agopypi mmdet} Downloads
Deep Learning For Image Processing ⭐ 18,759
deep learning for image processing including classification and object-detection etc.
most recent commit 5 months ago
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270most recent commit 3 months agopypi ultralytics} Downloads
Yolov3 ⭐ 9,865
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 3 months ago
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43most recent commit 3 months agopypi supervision} Downloads
Yolox ⭐ 8,759
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 4 months agopypi yolox} Downloads
Pytorch Grad Cam ⭐ 8,723
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 4 months agopypi grad-cam} Downloads
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit 12 days ago
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168most recent commit 14 days agopypi autogluon.core} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Nanodet ⭐ 5,416
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
most recent commit 3 months ago
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
most recent commit 2 years ago
Mmdetection3d ⭐ 4,497
OpenMMLab's next-generation platform for general 3D object detection.
dependent packages 1total releases 34most recent commit 3 months agopypi mmdet3d} Downloads
Damo Yolo ⭐ 3,598
DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
most recent commit 8 months ago
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101most recent commit 3 months agopypi sahi} Downloads
Fcos ⭐ 3,207
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
most recent commit 4 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
A Pytorch Tutorial To Object Detection ⭐ 2,873
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
most recent commit 5 months ago
Pytorch Yolo V3 ⭐ 2,720
A PyTorch implementation of the YOLO v3 object detection algorithm
most recent commit 5 years ago
Mmyolo ⭐ 2,366
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
dependent packages 1total releases 9most recent commit 4 months agopypi mmyolo} Downloads
Scaledyolov4 ⭐ 2,001
Scaled-YOLOv4: Scaling Cross Stage Partial Network
most recent commit 9 months ago
Smart_construction ⭐ 1,958
Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗
most recent commit 3 months ago
The 10 Most Depended On Python Pytorch Object Detection Open Source Projects
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270latest release December 08, 2023most recent commit 3 months agopypi ultralytics} Downloads
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months 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 ⭐ 26,886
OpenMMLab Detection Toolbox and Benchmark
dependent packages 31total releases 52latest release October 12, 2023most recent commit 3 months agopypi mmdet} Downloads
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24latest release December 01, 2023most recent commit 3 months agopypi autodistill} Downloads
Yolov5 Pip ⭐ 273
Packaged version of ultralytics/yolov5 + many extra features
dependent packages 23total releases 69latest release October 16, 2023most recent commit 6 months agopypi yolov5} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 14 days agopypi autogluon.core} Downloads
Sahi ⭐ 3,340
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
dependent packages 12total releases 101latest release November 05, 2023most recent commit 3 months agopypi sahi} Downloads
The 10 Latest Releases In Python Pytorch Object Detection Open Source Projects
Sparsify ⭐ 310
ML model optimization product to accelerate inference.
total releases 136latest release December 11, 2023most recent commit 4 months ago
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 14 days agopypi autogluon.core} Downloads
Supervision ⭐ 9,320
We write your reusable computer vision tools. 💜
dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months agopypi supervision} Downloads
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270latest release December 08, 2023most recent commit 3 months agopypi ultralytics} Downloads
Sparseml ⭐ 1,910
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 3 months agopypi sparseml} Downloads
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24latest release December 01, 2023most recent commit 3 months agopypi autodistill} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Easycv ⭐ 1,614
An all-in-one toolkit for computer vision
total releases 19latest release November 15, 2023most recent commit 3 months ago
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