Ship Detection

• Ship detection from satellite imagery using tensorflow and mrcnn
• Code is modified from a medium article, dataset is from kaggle ship detection challenge, sources will be added when I have time

Model

• Pretrained Image Model Link

Python

1. Set up virtual environment
   • cd python
   • conda/pipenv/virtualenv depending on your preference
2. Install requirements
   • pip install -r requirements.txt
3. Download model and place in python directory
   • Download trained model above
4. Run ship infererence scripts
   • ship-infer-1.py for training
   • ship-infer-5.py for single file running
   • ship-infer-8.py for input directory running all example files in directory
     • run this for a demo
     • output files in output directory

For problems installing tensorflow, try the following:

pip install https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.15.2-py3-none-any.whl

Docker

1. Build docker container
2. Run docker container

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