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Improving the model
On the website, you can test your models. Doing so will allow you to upload images, which will be classified by the model. If it turns out that the model performs poorly, you can improve the model.
Improving the model involves uploading more images. Some general guidelines to improve the model are as follows:
- Have enough images
- Make sure that the balance between tags is good (so that there is an equal number of images per tag)
- Use a diverse set of images for training
- Use images that have been used for prediction
- Inspect the predictions