809253928's repositories
Genetic-U-Net
The manuscript titled "Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm" has been accepted in IEEE Transactions on Medical Imaging.
CoordAttention
Code for our CVPR2021 paper coordinate attention
MIS
Medical Image Segmentation
pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
MiniNet-v2
Official implementation of MiniNet-v2. MiniNet: An Efficient Semantic Segmentation ConvNet for Real-time Robotic Applications
YOLOv3-complete-pruning
提供对YOLOv3及Tiny的多种剪枝版本，以适应不同的需求。
ssd.pytorch
A PyTorch Implementation of Single Shot MultiBox Detector
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
tpu
Reference models and tools for Cloud TPUs.
channel_prune
Base to channel pruned to ResNet18 model
Unet-Segmentation-Pytorch-Nest-of-Unets
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
darts-1
Differentiable architecture search for convolutional and recurrent networks
AutoGAN
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
channel-pruning
Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)
NAS-Projects
Several neural architecture search (NSA) algorithms implemented in PyTorch.
Prune_U-Net
Pruning a U-Net via PyTorch
deap
Distributed Evolutionary Algorithms in Python
pytorch-openpose
pytorch implementation of openpose including Hand and Body Pose Estimation.
Awesome-NAS
A curated list of neural architecture search (NAS) resources.
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
UNet-family
Paper and implementation of UNet-related model.
lookahead_pytorch
pytorch implement of Lookahead Optimizer
YOLOv3-model-pruning
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Genetic-CNN
CNN architecture exploration using Genetic Algorithm
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
RandWireNN
Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"
pytorch-wordemb
Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch