ddeeppnneett's repositories
AutoML
AutoDeeplab / auto-deeplab / Hierarchical Neural Architecture Search / AutoML for semantic segmentation, implemented in Pytorch
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
BASNet
Code for CVPR 2019 paper. BASNet: Boundary-Aware Salient Object Detection
CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
custom-scripts
A repository of custom scripts to be used with Sentinel Hub
darts-multi_gpu
Differentiable architecture search for convolutional and recurrent networks
EfficientNets-PyTorch
A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."
Fast-SCNN
Unofficial implementation of Fast-SCNN: Fast Semantic Segmentation Network
Global-Second-order-Pooling-Convolutional-Networks
Global Second-order Pooling Convolutional Networks (cvpr2019 GSoP)
Lightweight-Segmentation
Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).
lookahead.pytorch
lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch
MaskTrack_Box
This is simple implementation of MaskTrack_Box only requiring a bounding box for video object segmentation.
NAS-FCOS
NAS-FCOS: Fast Neural Architecture Search for Object Detection
nas-segm-pytorch
Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19
PC-DARTS
Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
pdarts
Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"
ProxylessNAS
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
pytorch-crf
Conditional random field in PyTorch.
pytorch-lookahead-optimizer
[WIP] An implementation of arXiv:1907.08610
RAdam
On The Variance Of The Adaptive Learning Rate And Beyond
Ranger-Deep-Learning-Optimizer
Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase
SCARLET-NAS
Bridging the gap Between Scalability and Fairness in Neural Architecture Search
second.pytorch
SECOND for KITTI/NuScenes object detection
segmentation_models
Segmentation models with pretrained backbones. Keras.
Single-Path-NAS-PyTorch
PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"
Single-Path-One-Shot-NAS
SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.
Synchronized-BatchNorm-PyTorch
Synchronized Batch Normalization implementation in PyTorch.