metadata
license: cc-by-4.0
Dataset Card for Electrical-Lines-Defect-Detection
- This repository contains datasets curated for APEPDCL's Line Quality Monitoring System, and will followed with further updates to datasets.
- These are released to foster open-source collaboration, reproducibility, and hands-on learning in AI.
- GitHub Repo Link: Click here
Overview
- Captured by: APEPDCL linemen with mobile cameras
- Curated by: Sampath Balaji & team, at APEPDCL
- License: CC BY 4.0
- This ongoing project is supervised and mentored by Sasank Chilamkurthy, whose expertise has guided its development.
📂 Repository Structure
Electrical-Lines-Defect-Detection/
├── Poles_LeanedStraight/
│ ├── ObjectDetection/ ← YOLOv12 bbox dataset + code
│ └── Classification/ ← Folder + CSV classification dataset + code
└── README.md ← (this file)
Datasets
| Module | Type | Split | HF Link |
|---|---|---|---|
| Object Detection | YOLOv12-format | train/valid/test | Direct link to Dataset |
| Classification | Folder+CSV | train/val/test | Direct link to Dataset |
Usage
Each sub-folder contains its own README.md with:
- Dataset details (structure, labeling process)
- Training & inference instructions
- Metrics & sample outputs Navigate into the folder you’re interested in, then follow the steps there.
🤝 Contributing
We welcome:
- Improved annotations or protocols
- Pull requests to code or documentation
Sample Visualizations
Classification model
Object Detection model
