Section outline
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The number of images of this type depends on the size of your dataset.
- “train_batchx.jpg” are examples of images that the model receives for training, i.e., labeled images
- “val_batchx_labels.jpg” is the same thing, so it is the model input but this time used for validation.
- “val_batchx_pred.jpg” are images with the model’s output labels, i.e., predictions made by the model. You can therefore see bounding boxes that are not necessarily in the correct place, with or without the correct class label, etc. This provides a visual feedback of what the model is doing.