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Christoph Schuhmann's Projects

4mc-4m-image-text-pairs-with-clip-embeddings icon 4mc-4m-image-text-pairs-with-clip-embeddings

I have created a dataset of Image-Text-Pairs by using the cosine similarity of the CLIP embeddings of the image & it's caption derrived from YFCC100M. I have also added propabilities from a NSFW detector & more.

annotations icon annotations

This repository provides access to human labeled datasets for training classifiers.

blip icon blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

clip-retrieval icon clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

lumina-t2x icon lumina-t2x

Lumina-T2X is a unified framework for Text to Any Modality Generation

snac icon snac

Multi-Scale Neural Audio Codec (SNAC) compresses audio into discrete codes at a low bitrate

vec2text icon vec2text

utilities for decoding deep representations (like sentence embeddings) back to text

wavtokenizer icon wavtokenizer

SOTA discrete acoustic codec models with 40 tokens per second for audio language modeling

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