project
Naïve Bees: Deep Learning with Images
Beginner
Updated 06/2024Start Project for Free
Included withPremium or Teams
PythonData ManipulationData VisualizationMachine Learning45 minutes12 Tasks1,500 XP6,113
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Project Description
Naïve Bees: Deep Learning with Images
Naïve Bees: Deep Learning with Images
Build a deep learning model that can automatically detect honey bees and bumble bees in images.
- 1
Import Python libraries
- 2
Load image labels
- 3
Examine RGB values in an image matrix
- 4
Importing the image data
- 5
Split into train, test, and evaluation sets
- 6
Normalize image data
- 7
Model building (part i)
- 8
Model building (part ii)
- 9
Compile and train model
- 10
Load pre-trained model and score
- 11
Visualize model training history
- 12
Generate predictions
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