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A noise attack on license plate readers (Flock AI)

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πŸ“œ PlateShapez

A research tool for generating adversarially perturbed license plate overlays on vehicle images, producing structured datasets with reproducibility, transparency, and ethical guardrails.

Design Principle: user-first, safe by default, hackable by experts.

πŸš€ Quick Start

🎬 Try the Demo First!

For a complete walkthrough that creates test images and demonstrates both CLI and Python API:

# Run the integrated CLI demo (recommended) uv run advplate demo # With automatic cleanup uv run advplate demo --cleanup # Or run the demo script directly uv run python examples/demo_full_workflow.py

This demo will:

Create synthetic car backgrounds and license plate overlays

Show CLI usage with custom configurations

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