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thundarstrom/synthetic-indian-anpr-ocr

Synthetic Indian License Plate Character Generator Corpus Part of the Edge-AI Traffic & Vehicle Analytics System repository by thundarstrom. Dataset Summary 18,000 synthetically generated Indian plate crops covering all 36 Indian states and Union Territories with diverse fonts, spacing, distortion, and noise. Ideal for pretraining sequence recognition models on rare RTO state codes before real data fine-tuning. How to Access and Download… See the full description on the dataset page: https://huggingface.co/datasets/thundarstrom/synthetic-indian-anpr-ocr.

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Dataset Card

Synthetic Indian License Plate Character Generator Corpus

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

Dataset Summary

18,000 synthetically generated Indian plate crops covering all 36 Indian states and Union Territories with diverse fonts, spacing, distortion, and noise. Ideal for pretraining sequence recognition models on rare RTO state codes before real data fine-tuning.


How to Access and Download

Using Automated Project Downloader (Extracts automatically)

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

Using huggingface_hub Python SDK

python
from huggingface_hub import snapshot_download

# Download into local dataset directory
local_path = snapshot_download(
    repo_id="thundarstrom/synthetic-indian-anpr-ocr",
    repo_type="dataset",
    local_dir="data/datasets/kaggle_synthetic"
)
print(f"Dataset downloaded to: {local_path}")

Recommended Training / Evaluation Recipe

bash
# Used for PARSeq vocabulary pre-training

Citation & Maintainer

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