EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
New generation of CLIP with strong fine grained discrimination capability, ICML2026 and ICML2025
Not a neutral survey — a field manual for engineers who build, train, and ship multimodal retrieval at production scale. The C-L-I triangle (Compression · Localization · Instruction), MLLM encoders vs late interaction, MUVERA economics, and falsifiable forecasts through 2030.
The back-end of cross-modal retrieval system，wihch will contain services such as semantic location .etc
[ACMMM'25] Referring Expression Instance Retrieval and A Strong End-to-End Baseline
PyTorch implementation of 'CLIP' (Radford et al., 2021) from scratch and training it on Flickr8k + Flickr30k
Image-Centered Pseudo Label Generation for Weakly Supervised Text-based Person Re-Identification, PRCV 2024
The LLM-Powered Video Search System is an advanced multimodal video search solution that leverages Large Language Models (LLMs) to enhance video retrieval through text, image, and metadata queries.
[PRICAI 2022 & IEEE Access 2024] PIMA - A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning
Semantic image search engine powered by OpenAI's CLIP and ChromaDB. Search your image collection using natural language queries with CLI, REST API, and web interface.
A search engine, operating on the foundation of the OpenAI Clip Model to retrieve images corresponding to textual queries.
VisAlign: Aligning Visual Representations with Textual Semantics for Image Similarity and Retrieval
A PyTorch framework for learning aligned image-text representations using frozen pretrained vision and language encoders with trainable adaptors. Inspired by Sigmoid Loss for Language Image Pre-Training (SigLIP), the project provides configurable training, retrieval, and data-processing tools for multimodal representation learning.
PICTOPEDIA – An interactive word-search chatbot powered by the Wikipedia API. Search terms, get instant info, and chat in real time.
Digimon Dataset for MultiModal Machine Learning
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