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163 stars written in Python
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Python 57,321 9,619 Updated Jan 6, 2025

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Python 51,792 16,527 Updated Jan 1, 2025

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

Python 30,937 7,542 Updated Dec 19, 2024

PyTorch Tutorial for Deep Learning Researchers

Python 30,510 8,151 Updated Aug 15, 2023

OpenMMLab Detection Toolbox and Benchmark

Python 29,963 9,501 Updated Aug 21, 2024

Image augmentation for machine learning experiments.

Python 14,470 2,447 Updated Jul 30, 2024

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

Python 14,445 1,655 Updated Jan 3, 2025

End-to-End Object Detection with Transformers

Python 13,828 2,491 Updated Mar 12, 2024

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Python 11,650 1,945 Updated Dec 6, 2024

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

Python 9,321 2,495 Updated Feb 16, 2023

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Python 8,441 2,639 Updated Aug 13, 2024

A PyTorch implementation of EfficientNet

Python 7,991 1,530 Updated Apr 8, 2022

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

Python 6,864 1,732 Updated Jan 4, 2025
Python 6,142 1,807 Updated Dec 3, 2024

AI Toolkit for Healthcare Imaging

Python 6,002 1,108 Updated Dec 30, 2024

Gluon CV Toolkit

Python 5,848 1,213 Updated Nov 25, 2024

A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷

Python 4,962 1,119 Updated Dec 3, 2024

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Python 4,109 711 Updated Nov 30, 2024

A collection of loss functions for medical image segmentation

Python 3,846 605 Updated Nov 1, 2023

Universal and Transferable Attacks on Aligned Language Models

Python 3,549 484 Updated Aug 2, 2024

Semantic Segmentation Architectures Implemented in PyTorch

Python 3,402 793 Updated Oct 11, 2023

Scenic: A Jax Library for Computer Vision Research and Beyond

Python 3,377 440 Updated Dec 29, 2024

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

Python 3,182 693 Updated Nov 17, 2022

Python library for loading and using triangular meshes.

Python 3,071 590 Updated Jan 2, 2025

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

Python 2,890 332 Updated Dec 13, 2024

Official PyTorch implementation of SegFormer

Python 2,656 364 Updated Aug 2, 2024

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

Python 2,642 396 Updated Jul 29, 2024

This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Python 2,543 514 Updated Jul 26, 2024

Pytorch framework for doing deep learning on point clouds.

Python 2,531 394 Updated Nov 18, 2024

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Python 2,530 370 Updated Mar 5, 2024
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