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license: cc-by-4.0
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license: cc-by-4.0
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---
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# Dataset Card for Electrical-Lines-Defect-Detection
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- This repository contains datasets curated for APEPDCL's Line Quality Monitoring System, and will followed with further updates to datasets.
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- These are released to foster open-source collaboration, reproducibility, and hands-on learning in AI.
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---
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## Overview
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- **Captured by:** APEPDCL linemen with mobile cameras
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- **Curated by:** [Sampath Balaji](https://github.com/sampath-balaji/) & team, at [APEPDCL](https://www.apeasternpower.com/)
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- **License:** CC BY 4.0
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---
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## 📂 Repository Structure
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```bash
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Electrical-Lines-Defect-Detection/
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├── Poles_LeanedStraight/
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│ ├── ObjectDetection/ ← YOLOv12 bbox dataset + code
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│ └── Classification/ ← Folder + CSV classification dataset + code
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└── README.md ← (this file)
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```
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## Datasets
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| Module | Type | Split | HF Link |
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| -------------------- | -------------- | ---------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| **Object Detection** | YOLOv12-format | train/valid/test | [Direct link to Dataset](https://huggingface.co/datasets/sampath-balaji/Electrical-Lines-Defect-Detection/tree/main/Poles_LeanedStraight/ObjectDetection) |
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| **Classification** | Folder+CSV | train/val/test | [Direct link to Dataset](https://huggingface.co/datasets/sampath-balaji/Electrical-Lines-Defect-Detection/tree/main/Poles_LeanedStraight/Classification) |
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## Usage
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Each sub-folder contains its own ```README.md``` with:
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- Dataset details (structure, labeling process)
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- Training & inference instructions
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- Metrics & sample outputs
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Navigate into the folder you’re interested in, then follow the steps there.
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## 🤝 Contributing
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We welcome:
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- Improved annotations or protocols
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- Pull requests to code or documentation
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## 📄 License
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- [Dataset](https://huggingface.co/datasets/sampath-balaji/Electrical-Lines-Defect-Detection): CC BY 4.0
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- [Code](https://github.com/sampath-balaji/Electrical-Lines-Defect-Detection): MIT License
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