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Augmented Indian License Plate Perturbation Corpus

Part of the Edge-AI Traffic & Vehicle Analytics System repository by thundarstrom.

Dataset Summary

1,600 offline augmented images with heavy weather perturbations (rain streaks, lens flare, night contrast reduction, camera perspective warps) designed to improve detector robustness in edge environments.

How to Access and Download

Using Automated Project Downloader (Extracts automatically)

# Clone / pull and auto-extract dataset
python scripts/download_hf_datasets.py --dataset augmented_plates --org thundarstrom

Using `huggingface_hub` Python SDK

from huggingface_hub import snapshot_download

# Download into local dataset directory
local_path = snapshot_download(
    repo_id="thundarstrom/augmented-indian-plate-detection",
    repo_type="dataset",
    local_dir="data/datasets/plate_detection"
)
print(f"Dataset downloaded to: {local_path}")

Recommended Training / Evaluation Recipe

python scripts/train_models.py --task plate --augmented

Citation & Maintainer

Maintained by: thundarstrom
Project: Edge-AI Real-Time Traffic Violation Detection & ANPR
License: CC-BY-4.0

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Total file size:

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