samysung Goto Github PK

algo-and-design-part-1

code assignment submitted to the first part of Stanford mooc's "algo and design part 1"

atten_deep_mil

This is an implementation of ICML 2018 "Attention-based Deep MIL"

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

brain-tumor-segmentation

A deep learning approach for brain tumor MRI segmentation

cardiac-segmentation

Right Ventricle Cardiac MRI Segmentation

ccnn

[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation

deephyperx

Deep learning toolbox based on PyTorch for hyperspectral data classification.

deeplearning_finalproject

disir

Deep Image Segmentation with Interactive Refinement

domain_specific_cl

Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"

dsb2018_topcoders

DSB2018 [ods.ai] topcoders

efficient-gan-anomaly-detection

flair-1-ai-challenge

Baseline of the first IGN AI challenge, FLAIR #1

geosampler

hsi_bert

image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

imglab

To speedup and simplify image labeling/ annotation process with multiple supported formats.

kaggle-carvana-3rd-place-solution

3rd place solution ( Carvana Image Masking Challenge )

keras-gan

Keras implementations of Generative Adversarial Networks.

keras_hed

Holistically-Nested Edge Detection in Keras

lightweight-temporal-attention-pytorch

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

mynotebook

My daily notebook on bioinformatic data analysis and machine learning

odeon

odeon official repository

odeon-landcover

ODEON stands for Object Delineation on Earth Observations with Neural network. It is a set of command-line tools performing semantic segmentation on remote sensing images (aerial and/or satellite). This version is one used for a national landcover project and is not oriented to be a generic deep learning ofr earth observation

python_ml_project_skeleton

generic skeleton for machine learning project with python, hydra, pytest, sphinx, github actions, etc.

pytorch-unsupervised-segmentation-tip

rcf-tensorflow

Richer Convolutional Features for Edge Detection

samysung.github.com

my personal blog

scala-epfl-specialization

code of my assiginments for this coursera specialization

scriptedforms

Quickly create live-update GUIs for Python packages using Markdown and simple HTML elements.