sm-riti16/image-autogluon-predictor

Model Card for Model ID

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Model Details

Model Description

Baseline image classifier built with AutoGluon

• Developed by: Smriti Chopra
• Model type: CNN backbone via AutoGluon Multimodal
• License: MIT

Uses

Direct Use

Supervised image classification (single-label). Trains/infers from a DataFrame with columns:

• image → path or PIL-loadable image

• label → class name or id

Out-of-Scope Use

Multi-label or detection/segmentation without adapting the pipeline

Bias, Risks, and Limitations

Dataset bias: model mirrors class/collection biases; OOD images may degrade