Hamideh Kerdegari's repositories
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
ai-echocardiography-for-low-resource-countries
AI-assisted echocardiography for low-resource countries
Awesome-Foundation-Models-in-Medical-Imaging
A curated list of foundation models for vision and language tasks in medical imaging
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
ConvNeXt
Code release for ConvNeXt model
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.
DeepMoji
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
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/
google-research
Google Research
HIPT
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
keras-attention-mechanism
Attention mechanism Implementation for Keras.
keras-self-attention
Attention mechanism for processing sequential data that considers the context for each timestamp.
lightly
A python library for self-supervised learning on images.
models
Models and examples built with TensorFlow
prov-gigapath
Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data
public-lung
Public repository for the VITAL work on lung ultrasound
simsiam
PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566
SiT
Self-supervised vIsion Transformer (SiT)
VFS
Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)
Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
visil
ViSiL: Fine-grained Spatio-Temporal Video Similarity Learning