clip

State-of-the-art CLIP/SigLIP embedding models finetuned for the fashion domain. +57% increase in evaluation metrics vs FashionCLIP 2.0.

[ECCV 2022] Official Pytorch Implementation of the paper : " Zero-Shot Temporal Action Detection via Vision-Language Prompting "

Yet Another Stable Diffusion Discord Bot

[MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and GPU-accelerated

Official implementation of the paper "FLIP: Cross-domain Face Anti-spoofing with Language Guidance". (ICCV 2023)

The most impactful papers related to contrastive pretraining for multimodal models!

[ICLR 2025] - Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion

[SOICT 2024] LLM-Powered Video Search: A Comprehensive Multimedia Retrieval System

Code for Deep Learning for Modern AI

[CVPR 2024] The official implementation of paper "synthesize, diagnose, and optimize: towards fine-grained vision-language understanding"

[IEEE TMI 2024] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images

Vision Transformers Needs Registers. And Gated MLPs. And +20M params. Tiny modality gap ensues!

CLIP-based aesthetics predictor inspired by the interface of 🤗 huggingface transformers.

This repo is the official pytorch implementation of the paper: CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic Segmentation

MODA: open fashion retrieval benchmark and models by Hopit AI. MODA (203M, open source), MODA Pro Lite (213M, open weights), MODA Pro (hosted). Full-corpus benchmarks vs FashionSigLIP, SigLIP-SO400M and ZooClaw — one harness, losses shown. #1 open model on LookBench.

NeurIPS 2024 Track on Datasets and Benchmarks (Spotlight)

Run zero-shot prediction models on your data

[CVPR 2025] Enhanced OoD Detection through Cross-Modal Alignment of Multi-modal Representations

A fine tune version of Stable Diffusion model on self-translate 10k diffusiondb Chinese Corpus and "extend" it