MCastroFernandez
PhD candidate. Very interested in Deep Learning and how to apply it to detect melanoma :)
Universidad de Las Palmas de Gran Canaria
MCastroFernandez's Stars
labmlai/annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
facebookresearch/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
pytorch/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
microsoft/CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
googlecreativelab/quickdraw-dataset
Documentation on how to access and use the Quick, Draw! Dataset.
tkarras/progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
SysCV/sam-hq
Segment Anything in High Quality [NeurIPS 2023]
bowang-lab/MedSAM
Segment Anything in Medical Images
voxelmorph/voxelmorph
Unsupervised Learning for Image Registration
chaofengc/IQA-PyTorch
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...
autonomousvision/stylegan-xl
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
chaofengc/Awesome-Image-Quality-Assessment
A comprehensive collection of IQA papers
YichiZhang98/SAM4MIS
SAM & SAM 2 for Medical Image Segmentation: Open-Source Project Summary
spectralpython/spectral
Python module for hyperspectral image processing
dingkeyan93/DISTS
IQA: Deep Image Structure and Texture Similarity Metric
tgsmith61591/smrt
Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.
avinabsaha/ReIQA
Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"
mameli/Artifact_Removal_GAN
A U-net GAN for jpeg artifact removal
facebookresearch/fisher_information_loss
This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"
Utkarsh-Deshmukh/Blurry-Image-Detector
Robust Python implementation for detecting blurry images using ROI estimation and DCT analysis.
jacob6/ENIQA
Entropy-based No-reference Image Quality Assessment
openspyrit/spyrit
A Python toolbox for deep image reconstruction, with emphasis on single-pixel imaging.
JakobSig/HSI2RGB
Create realistic looking RGB images using remote sensing hyperspectral images.
MicroscopeMaestro/spectramap
Python library for hyperspectral analysis focused on spectroscopic approach.
ashaheedq/Vision-Transformer-for-Medical-Images
Benchmarking Vision Transformer architecture with 5 different medical images dataset
IVRL/FG-NIC
(IEEE SPL 2021) Fidelity-Guided Noisy Image Classification
heugyy/HSIDermoscopy
A Hyperspectral Dermoscopy Dataset for Melanoma Detection
aHishamm/ModifiedMALUNet
This is my modified implementation of "MALUNet: A Muti-Attention and Light-weight UNet for Skin Lesion Segmentation". on the PH2 dataset
kakumarabhishek/Mask2Lesion
Code corresponding to our MICCAI SASHIMI 2019 paper on shape-constrained skin lesion image synthesis.
LACourtenay/HyperSkinCare_Statistics
Code used for the robust statistical analysis of Hyperspectral signatures obtained from Non-Melanoma Skin Cancer patients