clip-vit-b-32-japanese-v1 Open Source Model - Freely Achieve Efficient Encoding of Japanese Texts and Images

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Clip Vit B 32 Japanese V1

Developed by sonoisa

This is a Japanese CLIP text/image encoder model converted from the English CLIP model through distillation techniques.

Text-to-Image

Transformers

Japanese#Japanese Multimodal #Zero-shot Search #Image-Text Matching

Downloads 690

Release Time : 3/2/2022

Model Overview

This model is a multimodal model capable of processing Japanese text and images for tasks such as calculating text-image similarity and generating embeddings.

Model Features

Japanese Support

Text encoder specifically optimized for Japanese, enabling better processing of Japanese text.

Multimodal Processing

Capable of processing both text and image data simultaneously to calculate their similarity.

Distillation Technique

Converted from the English CLIP model through distillation techniques, retaining the powerful capabilities of the original model.

Model Capabilities

Calculate Text-Image Similarity

Generate Text Embeddings

Generate Image Embeddings

Multimodal Search

Zero-shot Classification

Use Cases

Image Search

Multimodal Search for Irasutoya Images

Search for related images using Japanese text descriptions

Good zero-shot search performance

Multimodal Classification

Classification Combining Images and Text

Classify images using text prompts

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English 简体中文繁體中文にほんご

Clip Vit B 32 Japanese V1

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Japanese Version CLIP Model

📚 Documentation

📦 Sample Code Repository

🎉 Demo

📄 License