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aiinfer

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

approachingalmost

Approaching (Almost) Any Machine Learning Problem

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-lane-detection

A paper list of lane detection.

awesome-occupancy-perception

awesome-visual-transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

bevdet

Official code base of the BEVDet series .

brpc

brpc is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. "brpc" means "better RPC".

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chatpaper

Use ChatGPT to summarize the arXiv papers.

deep_learning_system

深度学习炼丹笔记，包含深度学习数学基础知识、神经网络基础部件详解、构建 CNN 网络总结，深度学习炼丹策略，以及如何实现深度学习推理框架实战。

deeplearningsystem

Deep Learning System core principles introduction.

detrex

detrex is a research platform for Transformer-based Instance Recognition algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (ICLR 2023), H-DETR (CVPR 2023), MaskDINO (CVPR 2023), DETA (ArXiv 2022), etc.

dust3r

ebooks

eBook分享大集合：主要以IT领域经典书籍收藏，以备不时之需。

fast-bev

Fast-BEV: A Fast and Strong Bird’s-Eye View Perception Baseline

fastdeploy

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

fastertransformer

Transformer related optimization, including BERT, GPT

fastervit

Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

fb-bev

FB-BEV and FB-OCC are vision-centric autonomous driving perception algorithm based on forward-backward view transformation strtegies.

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

imgaug

Image augmentation for machine learning experiments.

kkndme_tianya

天涯 kkndme 神贴聊房价

lidar-slam-detection

LSD (LiDAR SLAM & Detection) is an open source perception architecture for autonomous vehicle/robotic

lidar_ai_solution

A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).

llama.cpp

Port of Facebook's LLaMA model in C/C++

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

nand2tetris

计算机系统要素-从零开始构建现代计算机