lta155

vision_transformer

ovsam

[arXiv preprint] The official code of paper "Open-Vocabulary SAM".

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Instruction-Finetuning-for-LLMs

Supervised Instruction Finetuning for Mistral 7B using Dolly-15K dataset

instruct-ner

Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)

peft

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

mistral-inference

Official inference library for Mistral models

ai4ed2024sol

Solutions for the AAAI2024 Global Competition on Math Problem Solving and Reasoning

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

awesome-compression

模型压缩的小白入门教程

InternLM

Official release of InternLM2 7B and 20B base and chat models. 200K context support

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

CV

✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese

llm-cookbook

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

Advanced-Lane-Lines

A pipeline that can detects lane boundaries, predicts upcoming curves, and measures lane curvature.

Advanced-Lane-Detection

Computer Vision algorithm to compute road curvature and lane vehicle offset using OpenCV Image Processing, Camera Calibration, Perspective Transform, Color Masks, Sobels and Polynomial Fit.

CarND-Advanced-Lane-Lines

Ultra-Fast-Lane-Detection-v2

Ultra Fast Deep Lane Detection With Hybrid Anchor Driven Ordinal Classification (TPAMI 2022)

training_BBD100K_dataset_with_YOLOv5_and_YOLOv8

Convert A XML_VOC annotations of the BDD100k dataset to YOLO format and training a custom dataset for vehicles with YOLOv5, YOLOv8

ClassyVision

An end-to-end PyTorch framework for image and video classification

video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Deep-Residual-Shrinkage-Networks

The deep residual shrinkage network is a variant of deep residual networks.

lux

👾 Fast and simple video download library and CLI tool written in Go

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

Build your neural network easy and fast, 莫烦Python中文教学