natsuhi's repositories
BackgroundMattingV2
Real-Time High-Resolution Background Matting
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
Deep-SVDD-PyTorch
A PyTorch implementation of the Deep SVDD anomaly detection method
detr
End-to-End Object Detection with Transformers
DistanceWeightedSampling
pytorch implementation of the ICCV paper Sampling Matters in Deep Embedding Learning
EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
face_parsing
Official Pytorch implementation of 'RoI Tanh-polar Transformer Network for Face Parsing in the Wild.'
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
mmdetection
OpenMMLab Detection Toolbox and Benchmark
MODNet
A Trimap-Free Solution for Portrait Matting in Real Time under Changing Scenes
MoViNet-pytorch
MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
SegFormer
Official implementation of "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"
STM
Video Object Segmentation using Space-Time Memory Networks
structure_knowledge_distillation
The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.
taobaolive
taobaolive competetion
tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
VisualizingCNN
:see_no_evil:A PyTorch implementation of the 2014 ECCV paper "Visualizing and Understanding Convolutional Networks"
volo
VOLO: Vision Outlooker for Visual Recognition
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
yolov5_dev
yolov5 dev project