Chung-Yi Yang's starred repositories

chatgpt-prompts-for-academic-writing

This list of writing prompts covers a range of topics and tasks, including brainstorming research ideas, improving language and style, conducting literature reviews, and developing research plans.

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icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

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icedata

IceData: Datasets Hub for the *IceVision* Framework

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lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

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labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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pulmonary-nodules-MaskRCNN

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛:Mask R-CNN肺部结节智能检测(Segmentation + Classification)

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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radio

RadIO is a library for data science research of computed tomography imaging

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3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

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NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

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DSB2017

Code for 2nd place solution to the 2017 National Data Science Bowl

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luna16_multi_size_3dcnn

An implement of paper "Multi-level Contextual 3D CNNs for False Positive Reduction in Pulmonary Nodule Detection"

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DSB2017

The solution of team 'grt123' in DSB2017

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kaggle_ndsb2017

Kaggle datascience bowl 2017

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ANTs

Advanced Normalization Tools (ANTs)

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