A latent text-to-image diffusion model

Google Research

This repository contains the source code for the paper First Order Motion Model for Image Animation

Automatic extraction of relevant features from time series:

🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

Image restoration with neural networks but without learning.

From the basics to slightly more interesting applications of Tensorflow

Reference models and tools for Cloud TPUs.

Superduper: Integrate AI models and machine learning workflows with your database to implement custom AI applications, without moving your data. Including streaming inference, scalable model hostin…

Materials for the Hugging Face Diffusion Models Course

AI Observability & Evaluation

CoTracker is a model for tracking any point (pixel) on a video.

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

InferSent sentence embeddings

DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

High Quality Monocular Depth Estimation via Transfer Learning

StyleGAN Encoder - converts real images to latent space

Software defined VHS decoder - Fork (maybe temporary) of the ld-decode Laserdisc rf decoder

[NeurIPS 22] [AAAI 24] Recurrent Transformer-based long-context architecture.

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Representation Engineering: A Top-Down Approach to AI Transparency

TryOnDiffusion: A Tale of Two UNets Implementation