🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

Run OpenAI's CLIP and Apple's MobileCLIP model on iOS to search photos.

Simple implementation of OpenAI CLIP model in PyTorch.

视觉UI分析工具

[NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.

[ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models

根据文本描述搜索本地图片的工具，powered by Rust + candle + CLIP

End-to-end AI short-video production pipeline. FastAPI orchestration + Spring Boot gateway with multi-model failover, circuit breaker, metering, and full-stack observability. AI quality gating: prompt anchoring, CLIP consistency, AV sync auto-rescue.

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

[AAAI-26] GAGS: Granularity-Aware 3D Feature Distillation for Gaussian Splatting

Semantic Search demo featuring UForm, USearch, UCall, and StreamLit, to visual and retrieve from image datasets, similar to "CLIP Retrieval"

[ICCV2023] Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer

[ICLR 2025] Official code repository for "TULIP: Token-length Upgraded CLIP"

Estimate dataset difficulty and detect label mistakes using reconstruction error ratios!

Youtube video moment searcher by text or photo

A blazing fast CLIP gRPC service in rust.

Text to image search & Image Similarity Search using @typesense

A Light weight deep learning model with with a web application to answer image-based questions with a non-generative approach for the VizWiz grand challenge 2023 by carefully curating the answer vocabulary and adding linear layer on top of Open AI's CLIP model as image and text encoder

Реализация система извлечения изображений по текстовому описанию и поиск похожих фотографий

[NeurIPS 2025] Official Code for "Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions"