Implement an algorithm to classify whether the image is recycle or organic type.
The total number of images available for training the model is 22,564 and 2513 images for testing.
_โข Dataset Link: https://www.kaggle.com/techsash/waste-classification-data
- Keras
- Tensorflow - 2.2.0
- Python - 3.6
- Scikit-Learn
- Pandas
- Numpy
- Matplotlib
- Seaborn
Using some Data Augmentation techniques for more data and Better results.
- Random zoom
- Horizontal flips
- Vertical flips
- Rotation
- Rectifier Linear Unit (ReLU) - Hidden Layers
- Sigmoid - Output Layer
- RMSprop optimizer
- Loss: Binary CrossEntropy