Bhutanese - textile - model: An Open - source Bhutanese Textile Image Classification Model for Precise Textile Type Recognition

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Bhutanese Textile Model

Developed by Dalaix703

A Bhutanese textile image classification model fine-tuned based on Google's ViT model

Image Classification

Transformers

Open Source License:Apache-2.0 #Textile Classification #ViT Fine-tuning #Image Recognition

Downloads 50

Release Time : 4/2/2024

Model Overview

This model is an image classification model fine-tuned on a specific textile dataset based on Google's ViT base model, primarily used for recognizing and classifying Bhutanese textile patterns.

Model Features

Textile Pattern Recognition

Classification capability specifically optimized for Bhutanese traditional textile patterns

Transfer Learning

Fine-tuned based on large-scale pre-trained ViT model with excellent feature extraction capabilities

Medium Resolution Processing

Supports input resolution of 224×224 pixels

Model Capabilities

Image Classification

Textile Pattern Recognition

Visual Feature Extraction

Use Cases

Cultural Heritage Preservation

Bhutanese Textile Digital Archiving

Automatically classify and tag traditional textile patterns

Validation accuracy 72.5%

Textile Industry

Textile Quality Inspection

Identify textile pattern types and integrity

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	0.8	2	1.5040	0.725

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Bhutanese Textile Model

Model Overview

Model Features

Model Capabilities

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🚀 Bhutanese Textile Model

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Training and Evaluation Data

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