Waste management is one of the primary problem that the world faces irrespective of the case of developed or developing country. The increase in population, has led to tremendous degradation in the state of affairs of hygiene with respect to waste management system.
Designing a Convolutional neural network that will be a fully capable of classifying images as either organic or recyclable. Just download he dataset from kaggle.
waste-classification.ipynb- iPython Notebookwaste-classification.py- Python script fileDATASET.zip- dataset (25,000 images)/docs- if you wanna know more about this project 🥱
Load the waste-classier.h5 file using tensorflow, if you don't want to train the network again.
- Python
- Kaggle (dataset)
- Tensorflow
- Google Colab
- https://www.tensorflow.org/tutorials/images/cnn
- https://www.tensorflow.org/tutorials/images/classification
- https://blog.keras.io/building-powerful-image-classification-models-using-very-little-ata.html
- https://www.tensorflow.org/tensorboard/get_started
- https://www.kaggle.com/techsash/waste-classification-data