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Ethnicity Test V003
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Ethnicity Test V003
Developed by cledoux42
This is a multi-class image classification model trained using AutoTrain, designed to recognize different ethnic features.
Downloads 41
Release Time : 4/9/2023
Model Overview
The model is trained on the AutoTrain platform, focusing on image classification tasks, capable of identifying and classifying images of different ethnicities.
Model Features
High Accuracy
Achieves 79.6% accuracy on the validation set, demonstrating excellent performance.
Balanced F1 Score
Macro F1 score of 0.797 indicates balanced performance across all categories.
Low-emission Training
The training process produces only 6.02 grams of CO2 equivalent emissions, making it environmentally friendly and efficient.
Model Capabilities
Image Classification
Multi-class Recognition
Ethnic Feature Analysis
Use Cases
Demographics
Population Diversity Analysis
Used to analyze the ethnic distribution in image datasets.
Provides statistical breakdowns by category
Market Research
Target Audience Identification
Helps identify specific ethnic groups for advertising or product targeting.
Improves marketing precision
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