What I have done in this project:
-
We trained a model using CNN (pytorch) using google colab, link of notebook : https://github.com/shubhamatkal/oil-spill-detection-using-deep-learning/blob/main/python%20notebook%20for%20training%20model/Oilspills_Detection_Model.ipynb
-
Using following dataset (500 images of oil spills from Instagram using web scraping): https://github.com/shubhamatkal/oil-spill-detection-using-deep-learning/tree/main/data
-
Link for trained model: https://github.com/shubhamatkal/oil-spill-detection-using-deep-learning/blob/main/model/spill.pth
-
Application created using flask for interacting with model : https://github.com/shubhamatkal/oil-spill-detection-using-deep-learning/