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pipeline:window:cryolo:picking_general [2019/09/17 14:15]
twagner [Picking particles - Without training using a general model]
pipeline:window:cryolo:picking_general [2020/06/05 09:03]
twagner
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 +<note important>
 +
 +**DOCUMENTATION OUTDATED**
 +
 +The documentation has moved to https://cryolo.readthedocs.io
 +
 +</note>
 +
 ===== 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: [[:cryolo_train_general_model|How to train your own 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: [[:cryolo_train_general_model|How to train your own general model]].
  
 Our general models can be found and downloaded here: [[howto:download_latest_cryolo|Download and Installation]].  Our general models can be found and downloaded here: [[howto:download_latest_cryolo|Download and Installation]]. 
Line 9: Line 17:
 source activate cryolo source activate cryolo
 </code> </code>
-==== Start crYOLO ====+==== 1. Start crYOLO ====
 {{page>pipeline:window:cryolo:start_cryolo}} {{page>pipeline:window:cryolo:start_cryolo}}
  
-==== Configuration====+==== 2. Configuration====
 In the GUI choose the //config// action. Fill in your target box size and leave the //train_image_folder// and //train_annot_folder// fields empty. In the GUI choose the //config// action. Fill in your target box size and leave the //train_image_folder// and //train_annot_folder// fields empty.
  
 {{ :pipeline:window:cryolo_filter_options.png?300|}}  {{ :pipeline:window:cryolo_filter_options.png?300|}} 
  
-[[:downloads:cryolo_1#general_phosaurusnet_models|There are three general models available]]. It is important that you choose the same filtering options in //"Model/denoising options"// tab as we did during training the general models:+[[:downloads:cryolo_1#general_phosaurusnet_models|There are three general models available]]. It is important that you choose the same filtering options in //"Denoising options"// tab as we did during training the general models. In the following are the filtering settings that we used for the respective general models:
  
   * General model trained for low-pass filtered images : Select //filter// "LOWPASS" and //low_pass_cutoff// of 0.1   * General model trained for low-pass filtered images : Select //filter// "LOWPASS" and //low_pass_cutoff// of 0.1
 +
 +
   * General model trained for JANNI-denoised images: Select //filter// "JANNI" and the [[:janni_tutorial#download|janni general model]] for //janni_model//. Keep the defaults for //janni_overlap// and //janni_batches//   * General model trained for JANNI-denoised images: Select //filter// "JANNI" and the [[:janni_tutorial#download|janni general model]] for //janni_model//. Keep the defaults for //janni_overlap// and //janni_batches//
 +
 +
   * General model for negative stain images: Select filter "NONE"   * General model for negative stain images: Select filter "NONE"
 +
 +
 +<note tip>
 +**Anchor size is optional**
 +
 +In the configuration file, the field "anchors" is optional during prediction. That means, you don't to define a box size during prediction, as crYOLO does a size estimation internally. This is of advantage for automated pipelines. You can simply delete the entry in configuration file.
 +This should not affect the picking quality. The estimated size is still contained in .cbox files. Coordinates in EMAN and STAR format are written with a box size of 0 in that case.
 +
 +</note>
  
 <html> <html>
 <div style="background-color: #cfc ; padding: 10px; border: 1px solid green;">  <div style="background-color: #cfc ; padding: 10px; border: 1px solid green;"> 
-<b>Press the Start button to write the configuration file to disk.  </b>+<b>&#9658; Press the [Startbutton to write the configuration file to disk.  </b>
 </div> </div>
 </html> </html>
  
  
 +<html>
 +<div style="background-color: LightCyan ; padding: 10px; border: 1px solid Black;"> 
 +<b>Alternative: Create the configuration file using the command line</b>
 +</div>
 +</html>
  
-<hidden **Create the configuration file using the command line**>+<hidden initialState="visible">
 In the following I assume that you target box size is 220. Please adapt if necessary. In the following I assume that you target box size is 220. Please adapt if necessary.
  
 For the general **[[:cryolo_nets#network_3_phosaurusnet|Phosaurus network]]** trained for **low-pass filtered cryo images** run: For the general **[[:cryolo_nets#network_3_phosaurusnet|Phosaurus network]]** trained for **low-pass filtered cryo images** run:
 <code> <code>
-cryoloo.py config config_cryolo_.json 220 --filter LOWPASS --low_pass_cutoff 0.1+cryolo_gui.py config config_cryolo.json 220 --filter LOWPASS --low_pass_cutoff 0.1
 </code> </code>
  
 For the general model trained with **neural-network denoised cryo images** (with [[:janni_tutorial#download|JANNI's general model]]) run: For the general model trained with **neural-network denoised cryo images** (with [[:janni_tutorial#download|JANNI's general model]]) run:
 <code> <code>
-cryoloo.py config config_cryolo_.json 220 --filter JANNI --janni_model /path/to/janni_general_model.h5+cryolo_gui.py config config_cryolo.json 220 --filter JANNI --janni_model /path/to/janni_general_model.h5
 </code> </code>
  
 For the general model for **negative stain data** please run: For the general model for **negative stain data** please run:
 <code> <code>
-cryoloo.py config config_cryolo_.json 220 --filter NONE+cryolo_gui.py config config_cryolo.json 220 --filter NONE
 </code> </code>
 </hidden> </hidden>
- +<html> 
-==== Picking ====+<div style="background-color: LightCyan ; padding: 10px; border: 1px solid Black;">  
 +<b> </b> 
 +</div> 
 +</html> 
 +==== 3. Picking ====
 {{page>pipeline:window:cryolo:picking}} {{page>pipeline:window:cryolo:picking}}
  
-==== Visualize the results ====+==== 4. Visualize the results ====
 {{page>pipeline:window:cryolo:visualize}} {{page>pipeline:window:cryolo:visualize}}
  
pipeline/window/cryolo/picking_general.txt · Last modified: 2020/06/05 09:03 by twagner