PeliCAM

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A PyQt-based desktop app for visualizing deep learning model explanations with CAM, LIME, and bounding boxes.

Intro Features Overview Docs Download Contributors

What is PeliCAM?

PeliCAM is a PyQt-based desktop app for visualizing deep learning model explanations using CAM, layer-based views, and LIME. It lets users load images, run predictions, and highlight key regions with heatmaps and overlays.

PeliCAM App Screenshot

A key feature of PeliCAM is its flexibility—you can integrate any custom PyTorch model, making it adaptable to various tasks and datasets. With interactive, tabbed outputs, it helps users better understand model behavior.

Features

Overview

Application Visualizations

Class Activation Maps (CAM)

CAM 1 CAM 2

Documentation

Download the PeliCAM Manual (PDF).

FAQ

Download

Contributors

PeliCAM was developed at DRDO DYSL-CT by:

M Murali Karthick

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M Sreenath Karthick

GitHub LinkedIn

Part of research in Explainable AI (XAI).