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ultralytics /yolov5

Star54.7k

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

ios machine-learning deep-learning ml pytorch yolo object-detection coreml onnx tflite yolov3 yolov5 ultralytics

UpdatedJul 14, 2025
Python

PaddlePaddle /PaddleDetection

Star13.6k

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

UpdatedJun 13, 2025
Python

ultralytics /yolov3

Star10.4k

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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

UpdatedJul 4, 2025
Python

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.

machine-learning tutorial deep-neural-networks computer-vision deep-learning pytorch image-classification object-detection image-segmentation vlm google-colab zero-shot-detection yolov5 zero-shot-classification yolov8 open-vocabulary-detection open-vocabulary-segmentation automatic-labeling-system qwen paligemma

UpdatedJul 17, 2025
Jupyter Notebook

wang-xinyu /tensorrtx

Star7.4k

Implementation of popular deep learning networks with TensorRT network definition API

resnet squeezenet tensorrt crnn arcface mobilenetv2 yolov3 mnasnet retinaface mobilenetv3 yolov3-spp yolov4 yolov5 detr swin-transformer yolov7 yolov8 yolov9 yolo11

UpdatedMay 10, 2025
C++

xlite-dev /lite.ai.toolkit

Star4.2k

🛠 A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉

tensorrt mnn ncnn onnx onnxruntime yolov5 tnn mnn-model yolox robustvideomatting yolov6 stable-diffusion yolov8 facefusion

UpdatedJul 14, 2025
C++

TingsongYu /PyTorch-Tutorial-2nd

Star3.8k

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

computer-vision pytorch tensorrt pytorch-tutorial onnx deepsort diffusion-models yolov5 llm qwen

UpdatedJan 27, 2025
Jupyter Notebook

open-mmlab /mmyolo

Star3.3k

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

deep-learning pytorch yolo object-detection yolov5 yolox yolov6 yolov7 ppyoloe rotated-object-detection yolov8 rtmdet

UpdatedJul 14, 2024
Python

tinyvision /DAMO-YOLO

Star3.1k

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

deep-learning pytorch yolo imagenet object-detection nas tensorrt onnx yolov5 damo-yolo