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PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, ben…

Python 923 146 Updated Oct 4, 2023

高性能计算相关知识学习笔记,包含学习笔记和相关知识的代码demo,在持续完善中。 如果有帮助的话请Star一下,对作者帮助很大,谢谢!

Jupyter Notebook 448 37 Updated Mar 28, 2023

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

Jupyter Notebook 5,860 1,058 Updated Aug 7, 2024

PaddleSlim is an open-source library for deep model compression and architecture search.

Python 1,609 353 Updated Oct 27, 2025

⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

Python 4,356 1,022 Updated Oct 24, 2025

crnn chinese_plate_recognition

Python 370 77 Updated Nov 25, 2024

OpenMMLab Detection Toolbox and Benchmark

Python 31,943 9,780 Updated Aug 21, 2024

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

Python 1,696 277 Updated Nov 25, 2024

《Machine Learning Systems: Design and Implementation》- Chinese Version

TeX 4,687 476 Updated Apr 13, 2024

AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Jupyter Notebook 15,502 2,225 Updated Sep 3, 2025

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 73,668 11,974 Updated Jul 30, 2024

Paper list and source code for multi-object-tracking

1,691 350 Updated Apr 24, 2020

Simple Online Realtime Tracking with a Deep Association Metric

Python 5,955 1,562 Updated Mar 2, 2025

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

C++ 33,398 8,036 Updated Aug 3, 2024

mtcnn in python

Python 287 128 Updated Mar 4, 2018

This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT

C++ 398 88 Updated Feb 12, 2022

Implementation of popular deep learning networks with TensorRT network definition API

C++ 7,553 1,851 Updated Nov 6, 2025

[ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl

C++ 4,984 764 Updated Feb 8, 2024

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

Python 5,766 1,054 Updated Jun 19, 2024

fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测,烟雾检测

Jupyter Notebook 1,396 317 Updated May 9, 2025

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5,YOLOv3, etc.

Python 390 103 Updated Apr 2, 2021

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Python 9,984 1,665 Updated Nov 6, 2025

SOTA Re-identification Methods and Toolbox

Python 3,751 863 Updated Jul 30, 2024

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

Python 1,071 289 Updated Dec 19, 2021

This project purpose is convert voc annotation xml file to yolo-darknet training file format

Python 464 178 Updated Aug 5, 2020

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Python 4,525 1,496 Updated Jun 19, 2024

An easy to use PyTorch to TensorRT converter

Python 4,826 693 Updated Aug 17, 2024

CVPR 2025 论文和开源项目合集

21,348 2,755 Updated Jul 2, 2025

Simplify your onnx model

C++ 4,222 415 Updated Aug 27, 2025

TensorRT for Yolov3

C++ 485 164 Updated Sep 26, 2022
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