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yolov5

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yolov5

ultralytics / yolov5

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

computer-vision deep-learning inference pytorch yolo image-classification object-detection tensorrt instance-segmentation model-training coreml onnx model-export tflite yolov5 ultralytics

Updated Sep 16, 2026
Python

PaddlePaddle / PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

Updated May 28, 2026
Python

roboflow / notebooks

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 RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

Updated Aug 14, 2026
Jupyter Notebook

wang-xinyu / tensorrtx

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

Updated Aug 18, 2026
C++

TingsongYu / PyTorch-Tutorial-2nd

《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

Updated Sep 15, 2026
Jupyter Notebook

xlite-dev / lite.ai.toolkit

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

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

Updated Sep 5, 2026
C++

zjhellofss / KuiperInfer

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

deep-neural-networks caffe deep-learning graph-algorithms inference pytorch yolo convolution diy resnet maxpooling sigmoid inference-engine ncnn relu yolov5 pnnx

Updated Jun 22, 2025
C++

open-mmlab / mmyolo

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

Updated Jul 14, 2024
Python

tinyvision / DAMO-YOLO

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

Updated May 25, 2024
Python

iscyy / ultralyticsPro

🔥🔥🔥 专注于YOLO11，YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

deep-learning backbone pytorch transformer yolo yolov3 yolov4 yolov5 yolov6 yolov7 yoloair yolov8 rt-detr yolov10 yolo11

Updated Dec 15, 2025
Python

shouxieai / tensorRT_Pro

C++ library based on tensorrt integration

deep-learning pytorch object-detection tensorrt yolov5 yolox

Updated May 24, 2023
C++

autodistill

autodistill / autodistill

Images to inference with no labeling (use foundation models to train supervised models).

machine-learning computer-vision deep-learning image-annotation pytorch image-classification object-detection instance-segmentation labeling-tool multimodal yolov5 model-distillation foundation-models auto-labeling yolov8 segment-anything grounding-dino

Updated May 14, 2025
Python

PeterH0323 / Smart_Construction

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❗❗

python detection helmet pytorch yolo object-detection yolov5

Updated Apr 11, 2024
Python

ppogg / YOLOv5-Lite

🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

pytorch transformer android-app tensorrt mnn mobilenet ncnn tflite shufflenetv2 onnxruntime yolov5 repvgg pplcnet openvivo picodet

Updated Jun 22, 2024
C++

inference

roboflow / inference

Turn any computer or edge device into a command center for your computer vision projects.

Updated Sep 18, 2026
Python

deepcam-cn / yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

pytorch yolo tensorrt shufflenet arcface retinaface blazeface yolov5 scrfd tinaface yolov7

Updated Jul 22, 2024
Python

hukaixuan19970627 / yolov5_obb

yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测

detection aerial-imagery dota rotation oriented yolov5 rotated-object

Updated Oct 13, 2023
Python

TensorRT-YOLO

laugh12321 / TensorRT-YOLO

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

computer-vision yolo image-classification object-detection pose-estimation tensorrt instance-segmentation yolov5 ultralytics tensorrt-inference rotated-object-detection yolov8 tensorrt10 yolo11 yolo26

Updated Sep 10, 2026
C++

we0091234 / Chinese_license_plate_detection_recognition

yolov5 车牌检测车牌识别中文车牌识别检测支持12种中文车牌支持双层车牌

deep-learning pytorch plate-recognition yolov5

Updated Jun 5, 2026
Python

coderonion / awesome-yolo-object-detection

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects and the related object detection datasets.

Updated May 31, 2025

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