congduan-HNU's repositories
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
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. ⭐⭐⭐⭐⭐
DenoisingDiffusionProbabilityModel-ddpm-
This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.
pytorch_geometric
Graph Neural Network Library for PyTorch
imgclsmob
Sandbox for training deep learning networks
imgaug
Image augmentation for machine learning experiments.
mobilevit-pytorch
A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer".
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
Open3D
Open3D: A Modern Library for 3D Data Processing
3MDAD
An unofficial PyTorch implementation of the 3MDAD dataset
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
tutorials
Tutorials for creating and using ONNX models
pyconv
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
tf-coreml
TensorFlow to CoreML Converter
EnlightenGAN
[Preprint] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
ghostnet.pytorch
[CVPR2020] GhostNet: More Features from Cheap Operations
ghostnet
[CVPR2020] Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"
keras-docs-zh
Chinese (zh-cn) translation of the Keras documentation.
landmark-detection
Several landmark detection algorithms, implemented in PyTorch.
models
Models and examples built with TensorFlow
PFLD
Implementation of PFLD A Practical Facial Landmark Detector , reference to https://arxiv.org/pdf/1902.10859.pdf
ros_controllers
Generic robotic controllers to accompany ros_control
open_manipulator
OpenManipulator for controlling in Gazebo and Moveit with ROS
turtlebot3
ROS packages for Turtlebot3
turtlebot3_simulations
Simulations for TurtleBot3
ros_21_tutorials
《古月 · ROS入门21讲》课件&源码