vinayvenkatesh/ship-detection_UI

🛰️ Airbus Ship Detection UI

This project demonstrates a Deep Learning model for detecting ships in satellite images, trained on the Airbus Ship Detection dataset. It uses DenseNet for feature extraction and binary classification — predicting whether a ship is present in the image.

🚀 Features

• —Upload any satellite image (JPG, PNG)
• —Automatically classifies it as "Ship" or "No Ship"
• —Displays prediction confidence score
• —Clean and responsive user interface built using TensorFlow (Keras)

⚙️ Model Details

• —Architecture: DenseNet-169
• —Framework: TensorFlow / Keras
• —Input Size: 128×128 RGB images
• —Output: Binary (1 = Ship, 0 = No Ship)

🧱 Tech Stack

• —TensorFlow / Keras
• —OpenCV
• —NumPy
• —Pillow
• —Gradio (for UI)

📜 License

MIT License © 2025 Vinay Venkatesh