Pinned Repositories
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.
dsb2018_topcoders
DSB2018 [ods.ai] topcoders
odeon
odeon official repository
python_ml_project_skeleton
generic skeleton for machine learning project with python, hydra, pytest, sphinx, github actions, etc.
samysung's Repositories
samysung/python_ml_project_skeleton
generic skeleton for machine learning project with python, hydra, pytest, sphinx, github actions, etc.
samysung/odeon
odeon official repository
samysung/dsb2018_topcoders
DSB2018 [ods.ai] topcoders
samysung/Atten_Deep_MIL
This is an implementation of ICML 2018 "Attention-based Deep MIL"
samysung/awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
samysung/Brain-tumor-segmentation
A deep learning approach for brain tumor MRI segmentation
samysung/cardiac-segmentation
Right Ventricle Cardiac MRI Segmentation
samysung/DeepHyperX
Deep learning toolbox based on PyTorch for hyperspectral data classification.
samysung/deeplearning_finalproject
samysung/DISIR
Deep Image Segmentation with Interactive Refinement
samysung/domain_specific_cl
Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"
samysung/Efficient-GAN-Anomaly-Detection
samysung/FLAIR-1-AI-Challenge
Baseline of the first IGN AI challenge, FLAIR #1
samysung/geosampler
samysung/HSI_BERT
samysung/Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
samysung/imglab
To speedup and simplify image labeling/ annotation process with multiple supported formats.
samysung/Kaggle-Carvana-3rd-Place-Solution
3rd place solution ( Carvana Image Masking Challenge )
samysung/Keras-GAN
Keras implementations of Generative Adversarial Networks.
samysung/lightweight-temporal-attention-pytorch
A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification
samysung/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
samysung/pytorch-unsupervised-segmentation-tip
samysung/scriptedforms
Quickly create live-update GUIs for Python packages using Markdown and simple HTML elements.
samysung/squeeze_and_excitation
PyTorch Implementation of 'squeeze and excitation' blocks for Fully Convolutional Neural Networks
samysung/StainGAN
Cycle-Consistent Adversarial Networks for Histopathological Stain Style Transfer
samysung/StainGAN-1
samysung/STEGO
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
samysung/test_cli
tests some CLI tools for python development
samysung/tfwss
Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).
samysung/wifine