Hank Kung's repositories
Auto-Dynamic-DeepLab
[IROS 2021] ADD: A Fine-grained Dynamic Inference Architecture for Semantic Image Segmentation
DistNAS-for-Semantic-Segmentation
Distributed Network Architecture Search
AutoDeeplab
Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
Deeplab_pytorch
All version of deeplab implemented in Pytorch
fcn.berkeleyvision.org
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
HRNet-Semantic-Segmentation
High-resolution representation learning (HRNets) for Semantic Segmentation
lift-splat-shoot
Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D (ECCV 2020)
neat
[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving
ProxylessNAS
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware. https://arxiv.org/abs/1812.00332
pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
RobustDARTS
Understanding and Robustifying DARTS
single-path-nas
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
torchprofile
A more general and accurate MACs / FLOPs profiler for PyTorch models.