dq2b25

Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

TPVFormer

[CVPR 2023] An academic alternative to Tesla's occupancy network for autonomous driving.

READ

AAAI2023，implementation of "READ: Large-Scale Neural Scene Rendering for Autonomous Driving", the experimental results are significantly better than Nerf-based methods

scalabel

Scalabel: A versatile web-based visual data annotation tool

UnboundedNeRFPytorch

State-of-the-art, simple, fast unbounded / large-scale NeRFs.

kitti360_ros_player

ROS package to publish the KITTI-360 dataset.

kitti360LabelTool

detr3d

Awesome-BEV-Perception-Multi-Cameras

Awesome papers about Multi-Camera 3D Object Detection and Segmentation in Bird's-Eye-View, such as DETR3D, BEVDet, BEVFormer, BEVDepth, UniAD

BEVDet

Official code base of the BEVDet series .

OpenPCDet-Noted

OpenPCDet代码分析与注释

leetcode-linghu-templete

算法面试必备，推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+V领取: jiuzhangfeifei

Awesome-Trajectory-Prediction

VMZ

VMZ: Model Zoo for Video Modeling

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

yousan.ai

Awesome resources of yousan.ai(closely related to deep learning).

efficientnet_tf_pytorch_caffe

numpy-ml

Machine learning, in numpy

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

Embedded-Neural-Network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

MobileFace

A face recognition solution on mobile device.

gluon-cv

Gluon CV Toolkit

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

MobileNet-Caffe

Caffe Implementation of Google's MobileNets (v1 and v2)

DenseNet-Caffe

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

Machine-Learning-Yearning-Chinese-ver

（完结）Andrew NG Machine-Learning-Yearning translation documents（吴恩达《Machine Learning Yearning》中文翻译及英文原稿）

Stanford-CS-229

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译