The Top 23 Pytorch Object Detection Open Source Projects

Open source projects categorized as Pytorch Object Detection

Categories > Artificial Intelligence > Object Detection

Categories > Machine Learning > Pytorch

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

dependent packages 2total releases 3most recent commit 3 months ago

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

dependent packages 31total releases 52most recent commit 3 months ago

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 ago

Cvat ⭐ 11,169

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 2 months ago

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 ago

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 ago

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 ago

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

most recent commit a month ago

Autogluon ⭐ 7,109

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168most recent commit 11 days ago

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

dependent packages 46total releases 1,535most recent commit a year ago

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 4 months ago

Yolov6 ⭐ 5,388

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

most recent commit 4 months ago

Yet Another Efficientdet Pytorch ⭐ 4,892

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

most recent commit 3 years 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 ago

Openpcdet ⭐ 4,310

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

most recent commit 17 days ago

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

dependent packages 5total releases 38most recent commit 3 months ago

Notebooks ⭐ 3,677

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

most recent commit 3 months ago

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 4 months ago

Fcos ⭐ 3,207

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

most recent commit 5 months ago

The 10 Most Depended On 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 ago

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months ago

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year ago

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 ago

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

dependent packages 31total releases 52latest release October 12, 2023most recent commit 3 months ago

Yolov5 Pip ⭐ 273

Packaged version of ultralytics/yolov5 + many extra features

dependent packages 23total releases 69latest release October 16, 2023most recent commit 7 months ago

Catalyst ⭐ 3,151

Accelerated deep learning R&D

dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months ago

Autogluon ⭐ 7,109

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 11 days ago

Sahi ⭐ 3,340

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

dependent packages 12total releases 101latest release November 05, 2023most recent commit 4 months ago

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 28latest release June 16, 2023most recent commit 4 months ago

The 10 Latest Releases In 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 ⭐ 7,109

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 11 days ago

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

dependent packages 57total releases 43latest release December 08, 2023most recent commit 3 months ago

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

dependent packages 85total releases 270latest release December 08, 2023most recent commit 3 months ago

Deep_utils ⭐ 95

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

total releases 83latest release December 06, 2023most recent commit 3 months ago

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 ago

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 ago

Cvat ⭐ 11,169

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 23latest release November 27, 2023most recent commit 2 months ago

Super Gradients ⭐ 4,125

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 3 months ago

Nncf ⭐ 725

Neural Network Compression Framework for enhanced OpenVINO™ inference

dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months ago

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