amirsfp

USFM

Localised-Elastic-Deformation

Elastic Deformation that is localised to a specific position on a segmentation mask. Enables smooth augmentation by enlarging or reducing size of segmentation area without distorting nearby pixels

diffusion-for-us-images

FocusMAE

SAMUS

class-incremental-learning-echo

Under review at MICCAI workshop ASMUS

EchoNet-Synthetic

MICCAI 2024 code for the paper: EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing. EchoNet-Synthetic is a synthetic dataset generated by following a protocol to generate surrogate privacy-preserving synthetic datasets.

MedSAM

Segment Anything in Medical Images

sam2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

mem0

The Memory layer for your AI apps

crawlee

Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.

Phi-3CookBook

This is a Phi-3 book for getting started with Phi-3. Phi-3, a family of open sourced AI models developed by Microsoft. Phi-3 models are the most capable and cost-effective small language models (SLMs) available, outperforming models of the same size and next size up across a variety of language, reasoning, coding, and math benchmarks.

ocean

Ocean is the in-house framework for Computer Vision (CV) and Augmented Reality (AR) applications at Meta. It is platform independent and is mainly implemented in C/C++.

cucim

cuCIM - RAPIDS GPU-accelerated image processing library

echo_CLIP

pdffigures2

Given a scholarly PDF, extract figures, tables, captions, and section titles.

schedule_free

Schedule-Free Optimization in PyTorch

FasterViT

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

EchoDiffusion

MICCAI 2023 code for the paper: Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. EchoDiffusion is a collection of video diffusion models trained from scratch on the EchoNet-Dynamic dataset with the imagen-pytorch repo.

corenet

CoreNet: A library for training deep neural networks

llama2.c

Inference Llama 2 in one file of pure C

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

faiss

A library for efficient similarity search and clustering of dense vectors.

llama3

The official Meta Llama 3 GitHub site

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

UltraGAN

Ultrasound Enhancement through Adversarial Generation - Workshop on Simulation and Synthesis in Medical Imaging - SASHIMI 2020

hiera

Hiera: A fast, powerful, and simple hierarchical vision transformer.

moondream

tiny vision language model