Hamideh Kerdegari's repositories
prov-gigapath
Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data
HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Endo-FM
[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
Awesome-Foundation-Models-in-Medical-Imaging
A curated list of foundation models for vision and language tasks in medical imaging
public-lung
Public repository for the VITAL work on lung ultrasound
google-research
Google Research
ai-echocardiography-for-low-resource-countries
AI-assisted echocardiography for low-resource countries
ConvNeXt
Code release for ConvNeXt model
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
lightly
A python library for self-supervised learning on images.
Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
models
Models and examples built with TensorFlow
VFS
Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)
visil
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning
SiT
Self-supervised vIsion Transformer (SiT)
simsiam
PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
keras-self-attention
Attention mechanism for processing sequential data that considers the context for each timestamp.
COVID19_imaging_AI_paper_list
COVID-19 imaging-based AI paper collection
covid19_pocus_ultrasound
Open source ultrasound (POCUS) data collection initiative for COVID-19.
keras-attention-mechanism
Attention mechanism Implementation for Keras.
adversarial-robustness-toolbox
Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support
DeepMoji
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.