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Mangrove Environment
The mangrove environment in Barangay Manalo is very extensive and plays a major role in protecting coastal areas from storm surges, flooding, and soil erosion. This is where researchers go to collect data and images."
MODEL DEVELOPMENT
DATA COLLECTION
The first thing researchers do to develop a model is to collect data in the mangrove environment of Barangay Manalo using our mobile devices.
MODEL DEVELOPMENT
After collecting the leaves, flowers, and fruits of the mangroves in the area, we transfer them to our laptop for batch image processing.
How does Batch Image Processing Tool Work?
- it allows them to apply the same image processing procedures to a large number of images at once.
Model Development
BIDYOW
Model Evaluation
Feature Extraction
Pooling
Convolution
+
ReLu
Convolution
Feature Extraction
Pooling
Convolution
+
ReLu
Convolution
kernel
Convolution
FEATURE MAPS
Model Evaluation
Pooling
Flatten Layer
Model Evaluation
Flatten Layer
Lumnitzera Racemosa
Ceriops Tagal
Pooling
Bruguiera Cylindrica
Lumnitzera Littorea
Rhizophora Apiculata
Rhizophora Mucronata
Sonneratia Alba
Xylecartpus Moluccensis
Fully Connected Layer
Model Deployment
Fully Connected Layer
Flatten Layer
Lumnitzera Racemosa
95%
Pooling
Ceriops Tagal
Bruguiera Cylindrica
0%
Ceriops Tagal
Lumnitzera Littorea
Bruguiera Cylindrica
Rhizophora Apiculata
3%
Rhizophora Mucronata
0%
Lumnitzera Littorea
Sonneratia Alba
Xylecartpus Moluccensis
Rhizophora Apiculata
0%
Rhizophora Mucronata
2%
0%
Sonneratia Alba
Xylecartpus Moluccensis
0%