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khtao's starred repositories

awesome

😎 Awesome lists about all kinds of interesting topics

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awesome-courses

:books: List of awesome university courses for learning Computer Science!

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torchcv

TorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision

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awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

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HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

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ESPNet

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

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cvpr2019_Pyramid-Feature-Attention-Network-for-Saliency-detection

code and model of Pyramid Feature Selective Network for Saliency detection

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WSL-Images

Weakly Supervised Learning On Images

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ADL

Attention-based Dropout Layer for Weakly Supervised Object Localization (CVPR 2019 Oral)

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iWildCam_2019_FGVC6

Top 3% (7/336) solution for iWildCam 2019 - FGVC6 competition (Categorize animals in the wild)

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WS-DAN.PyTorch

A PyTorch implementation of WS-DAN (Weakly Supervised Data Augmentation Network) for FGVC (Fine-Grained Visual Classification)

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PFNet-FGVC

PFNet: A Novel Part Fusion Network for Fine-grained Visual Categorization

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pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

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CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

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ASAP

Program for the analysis and visualization of whole-slide images in digital pathology

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RandWireNN

Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

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ResidualAttentionNetwork-pytorch

a pytorch code about Residual Attention Network. This code is based on two projects from

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OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

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weweChat

💬 Unofficial WeChat client built with React, MobX and Electron.

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keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

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Python-Deep-Learning-Projects

Codebase for my book "Python DeepLearning Projects" | Learn applied deep learning for various use-cases on NLP, CV and ASR using TensorFlow and Keras. Book link.

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segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

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pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

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Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

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ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

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pytorch-ssim

pytorch structural similarity (SSIM) loss

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SuperElastix

Official SuperElastix repository

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pytorch-cifar

95.47% on CIFAR10 with PyTorch

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pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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