noopur17/image-data-extracter repository overview

⁠🖼️ Image Data Extracter

🚀 Lightweight Python library to extract image metadata, EXIF, size, and resolution.

⁠✨ Features

• 📂 Extract image format and file properties
• 📏 Get dimensions (width, height, resolution)
• 🧾 Read EXIF metadata (camera, timestamp, GPS)
• ⚡ Fast and lightweight
• 🔌 Easy integration with AI/ML pipelines

⁠🐳 Run with Docker

docker pull <dockerhub_username>/<repo>:latest

docker run -it <dockerhub_username>/<repo>

⁠📦 Use Cases

• 🧠 AI/ML dataset preprocessing
• 📊 Image analytics pipelines
• 🔍 Metadata inspection
• 🛡️ Data validation workflows

⁠🛠️ Tech Stack

• 🐍 Python
• 🐳 Docker
• 🖼️ PIL (Pillow)

⁠📁 Example Output

{
  "format": "JPEG",
  "width": 1920,
  "height": 1080,
  "size_kb": 350,
  "exif": {
    "camera": "Canon",
    "timestamp": "2024-01-01"
  }
}

⁠🔗 GitHub

https://github.com/Noopur17/image-data-extracter⁠

⁠🚀 Future Scope

• AI-based image quality analysis
• Image classification
• Duplicate detection

⁠👩‍💻 Author

Noopur Bhatt
Building Intelligent Systems 💡| Open Source Contributor 🌐| Trouble Maker Engineer 🚀

⁠⭐ Support

If you find this useful, give it a ⭐ on GitHub!

⁠🔑 Keywords (add in Docker Hub tags)

python, image, metadata, exif, ai, preprocessing, ml, computer-vision