Illegal-Fishing-Detection

This is a InceptionTime model that can detect illegal fishing using the MMSI data from a ship.

If you have any questions or would like to get in touch please email me at: [email protected]

Quick Links

If you would like to learn more about the model you can read the corresponding article here: https://medium.com/@saeed_tamboli/detecting-illegal-fishing-using-ai-af1268aac5cf

Here is the accompanying video: https://www.youtube.com/watch?v=yDvM37OtKfo

Here is where I got the data form: https://github.com/GlobalFishingWatch/training-data

If you would want to get the exact files you must go into training-data/data/time-ranges/ for the lables and training-data/data/tracks/ for the data

Here is a colab notebook version: https://colab.research.google.com/drive/12pnSt88D3scsj-mYrzJa4FqAZrEELXpE

Note

If you are expereinced in hypertunning I would apperciate it if you reached out since I have some questions about it. Here is the current file I am working on: https://colab.research.google.com/drive/1uIkNV_1WhZnZLqDSmdcFKafwDr2z84UW?usp=sharing