Dataset
This section describes about dataset preparation.
For training, we need four types of dataset for:
- Training
- Validation
- Inferencing (During training, every infer.interval
epochs, we perform inference for a small amount of data and write the tensorboard log).
- Calculating objective metrics (We re-use valid set).