This repository contains my coursework and projects completed during the GPU Programming Specialization offered by DeepLearning.AI.

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

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

✨✨Latest Advances on Multimodal Large Language Models

📐 react & pixi.js interior design software / floor plan creator

3D Visualization of an GPT-style LLM

This is a list of useful libraries and resources for CUDA development.

CUDA Library Samples

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

A curated list of awesome Human-AI Interaction

A complete computer science study plan to become a software engineer.

Latex-format paper templates, including Elsevier, arXiv and IEEE Access.

A collection of some datasets for segmentation / saliency detection. Welcome to PR...:smile:

OpenMMLab Detection Toolbox and Benchmark

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection

DA-TransUNet: Combining Dual Attention of Position and Channel with Transformer U-net for Medical Image Segmentation

PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection

一本系统地教你将深度学习模型的性能最大化的战术手册。

收录及复现的高光谱遥感图像分类模型

Python module for hyperspectral image processing

Code examples in pyTorch and Tensorflow for CS230

😎 A curated list of awesome mobile robots study resources based on ROS (including SLAM, odometry and navigation, manipulation)

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

code for "IntrinsicNeRF: Learning Intrinsic Neural Radiance Fields for Editable Novel View Synthesis", ICCV 2023