🤖 ML Fishing Prediction Model
Work in ProgressUsing historical fishing reports, SST data, chlorophyll levels, moon phases, and weather patterns to predict where fish will be. The model is trained on years of SoCal and Baja fishing data.
✅ Historical data collection
✅ Feature engineering (SST, CHL, moon)
✅ Model training pipeline
⏳ Model validation & tuning
⏳ Prediction API
⏳ Map visualization
Prediction Map Coming Soon
Model is currently in training and validation phase.
🎯 Species Probability Heatmap
PlannedOverlay showing probability of catching specific species based on current conditions. Select a species to see where conditions are most favorable today.
⏳ Yellowtail probability model
⏳ Bluefin tuna model
⏳ Dorado model
⏳ White seabass model
Coming Soon
We need more training data for species-specific predictions.
📅 3-Day Fishing Forecast
PlannedCombining SST forecasts, weather predictions, and historical patterns to predict fishing conditions for the next 3 days.
Coming Soon
Integrating NOAA forecast data with our prediction model.