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Croupier Creature Classifier
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Croupier Creature Classifier

Developed by alkzar90
An image classification model based on ViT architecture for identifying various fictional creature characters
Image Classification
Transformers
Open Source License:Apache-2.0#Game Creature Recognition#Cross-IP Character Classification#ViT Fine-tuned Model
Downloads 14
Release Time : 8/2/2022

Model Overview

This model is an image classifier fine-tuned on the croupier-mtg-dataset using google/vit-base-patch16-224-in21k, specifically designed to recognize fictional creature characters in games and films

Model Features

Multi-category Creature Recognition
Capable of identifying fictional creature characters from different games and films
Based on ViT Architecture
Utilizes Vision Transformer architecture with excellent image classification performance
Medium Accuracy
Achieves 74.71% accuracy on the evaluation set

Model Capabilities

Image Classification
Fictional Creature Recognition
Cross-work Character Identification

Use Cases

Game Assistance
Automatic Game Character Classification
Automatically identifies character types in game screenshots
74.71% accuracy
Content Management
Film Character Archiving
Classifies and manages fictional creature characters in films
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