# High Detail Quick mode Processing Parameters

The Processing parameters control the way that images are processed by Green Classify Tool in High Detail Quick mode. This is often called as ‘inference’ in deep learning. Processing with same models will always give you the same results. Changing these parameters does not require the tool to be retrained; the effect can be seen right away by reprocessing the database by clicking process icon again.

There are two processing parameters in High Detail Quick mode.

Parameters | Description
--- | ---
Threshold | The threshold parameter determines the minimum score of a view to be classified. Among the classes which have higher score than threshold value, a class with the largest score will be picked as a best tag. If all the classes have score that is equal to or less than 0, it will be noted as n/c(not-classified). Note: The default threshold for High Detail Quick mode is 0% because it calculates the score for each tag in a different way from Focused mode. It is not usually recommended to adjust threshold value in High Detail Quick mode.
Heat map | The “Heat map” in processing parameter is an option that allows user to check which area have been used as a clue to High Detail Quick mode for classification. You can use it as a debugging tool after generating the model with given data and ground truth tags(labels). If the Heat map sees different area with the regions that are critical to classification, it might be better to train again to generate new model. Note that Heat map is not an accurate tool. The location of the red area could be different with what human think, so please refer it only for checking the tendency. Note: The size of workspace could be bigger if you use "heatmap" option in High Detail Quick mode. This helps to find the clue inside the image, but it generated heat maps that consumes lots of storage . To make workspace smaller, process without heatmap again and save the workspace. Green Classify High Detail Quick projects heat maps directly onto the image viewer when you enable both the Heat Map checkbox in Processing Parameter and the one in Image File Information.