Kaggle-Sea-Lions-Solution

NOAA Fisheries Steller Sea Lion Population Count

01-Image level regression

• Solves problem as regression task on whole image. Implemented in Keras. Modified from /~https://github.com/mrgloom/Kaggle-Sea-Lions-Solution
  • Additions:
    • Validation dataflow
    • RMSE metric
    • Stacking implementation (to add)

02-Window level regression

• Image level regression extended to windows extracted from full images.
• Includes code to count sealions in each window, and train network on the enlarged dataset.