autotrain-ex-and-pt-3122688386 Open-source Image Classification Model - Accurately Identify Objects like Tigers, Teapots, and Palaces

Autotrain Ex And Pt 3122688386

Developed by Lloviant

This is a multi-class image classification model trained using AutoTrain, capable of recognizing common objects such as tigers, teapots, and palaces.

Image Classification

Transformers

#Multi-class Image Classification #AutoTrain Automated Training #Lightweight Vision Model

Downloads 17

Release Time : 1/28/2023

Model Overview

A vision classification model trained based on the AutoTrain framework, suitable for general object recognition tasks.

Model Features

Automated Training

Uses the AutoTrain framework to automatically complete model selection and training process

Low Carbon Emissions

The training process only produces 0.62 grams of CO2 equivalent emissions

Multi-class Recognition

Supports recognition of multiple common object categories

Model Capabilities

Image Classification

Object Recognition

Use Cases

General Object Recognition

Wildlife Recognition

Identify wild animals such as tigers in images

Accuracy 57.1%

Everyday Object Recognition

Identify everyday objects such as teapots

Accuracy 57.1%

Architecture Recognition

Identify buildings such as palaces

Accuracy 57.1%

Property	Details
Problem Type	Multi-class Classification
Model ID	3122688386
CO2 Emissions (g)	0.6203

Metric	Value
Loss	1.338
Accuracy	0.571
Macro F1	0.389
Micro F1	0.571
Weighted F1	0.429
Macro Precision	0.333
Micro Precision	0.571
Weighted Precision	0.357
Macro Recall	0.500
Micro Recall	0.571
Weighted Recall	0.571

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Autotrain Ex And Pt 3122688386

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Model Trained Using AutoTrain

🚀 Quick Start

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CO2 Emissions

Model Details

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