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hollandaputri committed Dec 22, 2023
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Expand Up @@ -21,14 +21,14 @@ The dataset employed in this project comprises images showcasing a variety of fr
- Scikit-learn

## Documentation
-Conduct research related to machine learning models
-Collect fresh and rotten fruits and vegetables datasets
-Split the dataset into 70% for the training set and 30% for the validation set
-Create a machine learning model with CNN (Convolutional Neural Network) using MobileNetV2 architecture
-Train the model
-Evaluate the machine learning model
-Testing the model by uploading new test data that the model has never seen before
-Deploy the model using Fast Api
- Conduct research related to machine learning models
- Collect fresh and rotten fruits and vegetables datasets
- Split the dataset into 70% for the training set and 30% for the validation set
- Create a machine learning model with CNN (Convolutional Neural Network) using MobileNetV2 architecture
- Train the model
- Evaluate the machine learning model
- Testing the model by uploading new test data that the model has never seen before
- Deploy the model using Fast Api

## Results
The model achieved a test accuracy of XX% on the test dataset. The training and validation loss/accuracy plots can be found here.
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