Python Implementation of lexical vector embedding similarity scoring, zero-shot classification of images and n-gram based scoring to compare textual summaries

The 3rd place solution code for the Wikipedia - Image/Caption Matching Competition on Kaggle

Image-Text Matching Model Zoo

The Unified Code of Image-Text Retrieval for Further Exploration.

A simple open-sourced SigLIP model finetuned on Genshin Impact's image-text pairs.

BSs Graduation Project implementation [Image-Text Matching]

[TIP2024] The code of "GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning"

A list of research papers on knowledge-enhanced multimodal learning

[TIP2024] The code of “Deep Boosting Learning: A Brand-new Cooperative Approach for Image-Text Matching”

Cross-modal Retrieval using Transformer Encoder Reasoning Networks (TERN). With use of Metric Learning and FAISS for fast similarity search on GPU

Unofficial code of paper "Improving description-based person re-identification by multi-granularity image-text alignment." by Niu et al. (partially implemented)

CLIP (Contrastive Language–Image Pre-training) for Bangla.

[ICML 2024] Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models

Noise of Web (NoW) is a challenging noisy correspondence learning (NCL) benchmark containing 100K image-text pairs for robust image-text matching/retrieval models.

Text Query based Traffic Video Event Retrieval with Global-Local Fusion Embedding

A dead-simple image search and image-text matching system for Bangla using CLIP

Easy wrapper for inserting LoRA layers in CLIP.

Implementation of the "Learn No to Say Yes Better" paper.

Code implementation of paper "SEMScene: Semantic-Consistency Enhanced Multi-Level Scene Graph Matching for Image-Text Retrieval" (ACM TOMM 2024).