yidarvin Goto Github PK
Type: User
yidarvin's Projects
aio_docker_tutorial
Quick Docker Tutorial for AiO stuff.
autoclicker
Automatically player clicker games.
biomedin260
Repository for all things for the Stanford Course biomedin260.
bonesjones
This repository is the code for the bone project. We start with a training set that is a subset of the BonesJones dataset where we have aggressiveness labels and segemtations.
brainmets
Segmentation for brain mets.
candle
All eye related projects.
cellsegmentation
Repository for cell sementation.
cvs
Classification via Segmentation (CvS) is a repository for small data classification. Classification problems in computer vision often require massive amounts of data, such as thousands of images per class. However, segmentation often works with a few images. By utilizing the dense prediction structure of segmentation architectures, the CvS training paradigm is able to achieve good classification accuracies given few images per class without the need for transfer learning on a different dataset.
ddsm
This is the repository for the DDSM project. The dataset comes with a .csv file that holds all the labels including malignancy and other radiologist annotated features. Finally, we also have the segmentation data.
docker4ai
Dockerfiles for AI applications, including CV, Biomedical CV, and NLP.
dream_dm_starter_code
Some starter code for training/testing some basic CNN models given our data.
firstaid
A repository for easy segmentation using a convolutional neural network structure.
firstaid_classification
This is a repository for simple (multi-task) classification problems. Though designed for medical image databases, there's no reason this can not work for other imaging problems as well.
fundusfeatureextractor
Package for Extracting Fundus features.
game
Just a scratch game diretory.
glasses
A simple directory that has the glasses dataset. More of a tutorial dataset than a real one.
nerdd
Code pertaining to solving problems from the NeRDD dataset. Confirm with README.md to know what other packages are necessary for this code.
presentations
Repository for all the presentations for Darvin Yi.
simpleseg
A simple lightweight segmentation program that should get results quickly. Meant to prototype before the real experiments.
sudoku
This is a simple sudoku game playing repository. It is a demo for my parents.
wedding
Code for wedding directory.
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