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audioclassfication

audioclassification-pytorch

The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a variety of preprocessing methods.

audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

chatglm3

ChatGLM3 series: Open Bilingual Chat LLMs | 开源双语对话语言模型

csc-unet

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearning

A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-supervision, etc. Each project can be run independently, and there are corresponding articles to explain.

dive-into-cv-pytorch

动手学CV-Pytorch版

dl_demo

Code and demos for various projects, curated for starters in deep learning

dropout-unet-for-cxr-segmentation

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pvt

Official implementation of PVT series

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

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。

pytorch_realtime_multi-person_pose_estimation

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

pytorchforaudio

Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.

qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

repvgg

RepVGG: Making VGG-style ConvNets Great Again

res2net-pretrainedmodels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

road-cracks-detection-neural-network-

A convolutional neural network built using keras to detect cracks on road with 97.5% accuracy.

rt-odlab

YOLO Tutorial

senet.pytorch

PyTorch implementation of SENet

sknet-pytorch

Nearly Perfect & Easily Understandable PyTorch Implementation of SKNet

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

t2t-vit

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

transunet

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

unet-version

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite