autotrain-analyze-vehicle-images Open-Source Model - Analyze vehicle images for free and achieve multi-class classification

Autotrain Analyze Vehicle Images 2256371855

Developed by johnhabeck

This is a multi-category image classification model trained by AutoTrain, specifically designed for analyzing vehicle images.

Downloads 11

Release Time : 11/27/2022

Model Overview

This model can classify vehicle images and is suitable for scenarios such as traffic monitoring and intelligent parking systems.

High accuracy

It achieves an accuracy of 93.2% on the validation set, showing excellent performance.

Balanced performance

The macro F1 score is 0.87, indicating that the model performs evenly across all categories.

Low-emission training

The training process only produces 2.94 grams of carbon dioxide equivalent emissions, which is environmentally friendly and efficient.

Vehicle image classification

Multi-category recognition

Traffic management

Vehicle type recognition

Automatically identify the vehicle types in the surveillance footage

Accuracy: 93.2%

Intelligent parking

Parking space vehicle classification

Identify the types of vehicles in parking spaces

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