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Scene-Aware Capture Assistant (Showcase Only)

⚠️ This repository is a stripped-down showcase module for demonstration and educational purposes only.

Overview

This project involves building a lightweight on-device assistant that analyzes live visual scenes for live scene photo and video capture understanding. The current modules showcased here demonstrate isolated aspects of the system's visual processing capabilities and do not represent the full logic or pipeline.

What This Repo Contains:

Module Description
Signal Extractors Modular scripts that analyze basic perceptual and spatial features
Example Visual Inputs Synthetic or placeholder images to demonstrate pipeline behavior
Visualization Utilities Tools to visualize outputs (for educational illustration only)

These components reflect general-purpose, educational examples and all task-specific models, system intelligence, or proprietary heuristics are private.

Tech Stack Used (in this demo)

  • Python 3.9+
  • OpenCV
  • NumPy
  • Matplotlib

Note: Core project components, on-device logic, and learning-based models are not included in this repository.

⚠️ Intellectual Property & Usage

This repository is intended solely for portfolio and educational showcase. It omits critical code, models, and pipelines that are part of the full system.

Please do not copy, reuse, or rehost any component without written permission.

© 2025 step-code01. All rights reserved.
Refer to the LICENSE for details.


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A demonstrative repo for scene analysis.

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