saghiralfasly
Research Fellow | Medical Image Analysis, Histopathology Image Analysis, Representation Learning and Visual Search.
Mayo ClinicRochester, MN
Pinned Repositories
attention-sampling-pytorch
This is a PyTorch implementation of the paper: "Processing Megapixel Images with Deep Attention-Sampling Models".
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
av_hubert
A self-supervised learning framework for audio-visual speech
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
classification_models
Classification models trained on ImageNet. Keras.
Lightweight_Baseline_for_Pedestrian_Detector
Caffe prototext file of the lightweight baseline for pedestrian detection proposed in the paper: Auto-Zooming CNN-Based Framework for Real-Time Pedestrian Detection in Outdoor Surveillance Videos
OSRE
Code implementation of the paper: OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment (IEEE Transactions on Intelligent Transportation Systems)
SynthBRSet
Synthetic Bike Rotation Dataset (SynthBRSet) used for OSRE training in "OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment" paper (IEEE Transactions on Intelligent Transportation Systems)
VFL-Vehicle-Re-Id
Code of the VFL part proposed in the paper: Variational Representation Learning for Vehicle Re-Identification (IEEE ICIP)
saghiralfasly's Repositories
saghiralfasly/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
saghiralfasly/CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
saghiralfasly/OSRE
Code implementation of the paper: OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment (IEEE Transactions on Intelligent Transportation Systems)
saghiralfasly/SynthBRSet
Synthetic Bike Rotation Dataset (SynthBRSet) used for OSRE training in "OSRE: Object-to-Spot Rotation Estimation for Bike Parking Assessment" paper (IEEE Transactions on Intelligent Transportation Systems)
saghiralfasly/CPath_SABenchmark
saghiralfasly/dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
saghiralfasly/faiss
A library for efficient similarity search and clustering of dense vectors.
saghiralfasly/flash-attention
Fast and memory-efficient exact attention
saghiralfasly/Histopathology-Datasets
Ressources of histopathology datasets
saghiralfasly/HSHR
saghiralfasly/latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
saghiralfasly/llama
Inference code for LLaMA models
saghiralfasly/llama-recipes
Examples and recipes for Llama 2 model
saghiralfasly/mamba
saghiralfasly/MedSAM
Segment Anything in Medical Images
saghiralfasly/nebullvm
Plug and play modules to boost the performances of your AI systems 🚀
saghiralfasly/prov-gigapath
Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data
saghiralfasly/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
saghiralfasly/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
saghiralfasly/Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
saghiralfasly/RandStainNA
RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]
saghiralfasly/RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
saghiralfasly/saghiralfasly.github.io
saghiralfasly/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.
saghiralfasly/Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
saghiralfasly/stable-diffusion
A latent text-to-image diffusion model
saghiralfasly/tiatoolbox
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
saghiralfasly/torchstain
Stain normalization tools for histological analysis and computational pathology
saghiralfasly/VisualRWKV
VisualRWKV is the visual-enhanced version of the RWKV language model, enabling RWKV to handle various visual tasks.
saghiralfasly/yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors