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Fangzhou Liao's repositories

DSB2017

The solution of team 'grt123' in DSB2017

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Guided-Denoise

The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL

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Heart-Volume-Estimation

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ResNeXt-DenseNet

PyTorch Implementation for ResNet, Pre-Activation ResNet, ResNeXt, DenseNet, and Group Normalisation

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tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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vision

Datasets, Transforms and Models specific to Computer Vision

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caffe

Caffe: a fast open framework for deep learning.

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ConvCRF

This repository contains the reference implementation for our proposed Convolutional CRFs.

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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lfz.github.io

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MATLAB-codes

Textbook-related MATLAB codes

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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PyTorch-Encoding

A PyTorch Toolbox

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segerror

Error Metrics for Volummetric Segmentation

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zhang-suen-thinning

Implementation of the Zhang-Suen thinning algorithm using OpenCV

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bioaero

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cart-pole

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cc_cuda

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dockerfile

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fuel

A data pipeline framework for machine learning

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jxlpy

Cython bindings and Pillow plugin for JPEG XL

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Synchronized-BatchNorm-PyTorch

Synchronized Batch Normalization implementation in PyTorch.

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