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Interpretable image classification

Description

App runs Gradio server with interpretator of Inception_v3 classification model using LIME interpretator for explaining individual predictions.

image

Setup

Python 3.11.5

Set the environment

pip install -r requirements.txt

Run

For running locally | 127.0.0.1:7860 :

python main.py

Flags:

--share: Running with public URL.
--device: Device [cpu/cuda] for model computation on either one.
--batch_size: Batch size for LIME model.

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Interpretable image classification with LIME

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