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Jing-Siang Lin's Projects

asformer icon asformer

Official repo for BMVC2021 paper ASFormer: Transformer for action segmentation

ast icon ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

attention-cnn icon attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

dltk icon dltk

Deep Learning Toolkit for Medical Image Analysis

examples icon examples

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

mlenv icon mlenv

env building for machine leanring

models icon models

Models and examples built with TensorFlow

modelsgenesis icon modelsgenesis

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

modules icon modules

Common modules for deep learning task

ms-tcn2 icon ms-tcn2

MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation (TPAMI 2020)

nodulenet icon nodulenet

[MICCAI' 19] NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation

pipo-fan icon pipo-fan

PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch

prior_guiding_network icon prior_guiding_network

This is the official code of my master thesis - Prior guiding based multiple organ segmentation.

prml icon prml

PRML algorithms implemented in Python

simple-railway-captcha-solver icon simple-railway-captcha-solver

實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)

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