SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction

A Simple Framework for 3D Occupancy Estimation in Autonomous Driving

Plenoxels: Radiance Fields without Neural Networks

A best practice for deep learning project template architecture.

An attempt to display a scrollbar with 'thumb' in curses-based vim. Uses the 'sign' feature of vim to display a scrollbar on the left-hand side.

Direct Sparse Mapping

YOLOv5 in PyTorch > ONNX > CoreML > iOS

Python sample codes for robotics algorithms.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.

Models and examples built with TensorFlow

Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

Python Implementation of Reinforcement Learning: An Introduction

Nas testing ground by fashion-mnist

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

Neural Architecture Transfer (Arxiv'20), PyTorch Implementation

Neural architecture search(NAS)

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

gradient base nas

[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"

Open MMLab Detection Toolbox and Benchmark

运动规划综述中文翻译

A unofficial pytorch implementation of PAN(PSENet2): Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。