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pipeline:window:cryolo [2019/04/03 14:55] twagner [Data preparation] |
pipeline:window:cryolo [2019/05/17 08:25] twagner [Advanced parameters] |
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* crYOLO makes picking **smart** -- The network learns the context of particles (e.g. not to pick particles on carbon or within ice contamination ) | * crYOLO makes picking **smart** -- The network learns the context of particles (e.g. not to pick particles on carbon or within ice contamination ) | ||
* crYOLO makes training **easy** -- You might use a general network model and skip training completely. However, if the general model doesn' | * crYOLO makes training **easy** -- You might use a general network model and skip training completely. However, if the general model doesn' | ||
- | * crYOLO makes training **lenient** -- Don't worry if you miss quite a lot particles during creation of your training set. [[: | + | * crYOLO makes training **tolerant** -- Don't worry if you miss quite a lot particles during creation of your training set. [[: |
In this tutorial we explain our recommended configurations for single particle and filament projects. You can find more information about supported networks and about the config file in the following articles: | In this tutorial we explain our recommended configurations for single particle and filament projects. You can find more information about supported networks and about the config file in the following articles: | ||
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===== Picking particles - Without training using a general model ===== | ===== Picking particles - Without training using a general model ===== | ||
+ | Here you can find how to apply the general models we trained for you. If you would like to train your own general model, please see our extra wiki page: [[: | ||
- | The general models can be found and downloaded here: [[howto: | + | Our general models can be found and downloaded here: [[howto: |
==== Configuration==== | ==== Configuration==== | ||
The next step is to create a configuration file. Type: | The next step is to create a configuration file. Type: | ||
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==== Training ==== | ==== Training ==== | ||
- | In comparision to the training from scratch, you can skip the warm up training. Moreover you have to add the // | + | In comparision to the training from scratch, you can skip the warm up training. Moreover you have to add the //%%--%%fine_tune// flag: |
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* // | * // | ||
* // | * // | ||
+ | * //-sr SEARCH_RANGE_FACTOR//: | ||
===== Help ===== | ===== Help ===== |