This repository contains the code derived from the master thesis project on mammographic image generation using diffusion models.

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

[IROS24] Offical Code for "FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework" - Inegrated into Nerfstudio

[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

[TGRS 2024] DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images

ECCV 2024 & GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

A collection of datasets originally distributed in R packages

MONAI Tutorials

MICCAI2023: Artifact Restoration in Histology Images with Diffusion Probabilistic Models

🦍 Stanford CS236 : Deep Generative Models

Deep Generative Models course, AIMasters, 2022

Implementation of Medfusion for the DGM Image Statistics Challenge

Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR) using MONAI Generative Models

Implementation of Medfusion - A latent diffusion model for medical image synthesis.

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

Roteiro para se tornar um engenheiro de dados

Keras Generative Adversarial Networks

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

Code to accompany "A Method for Animating Children's Drawings of the Human Figure"

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.

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf