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pipeline:window:cryolo:picking_general_refine [2019/09/17 15:40] twagner [Configuration] |
pipeline:window:cryolo:picking_general_refine [2019/09/18 10:30] twagner [Picking particles - Using the general model refined for your data] |
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What does // | What does // | ||
- | The general model was trained on a lot of particles with a variety of shapes and therefore learned a very good set of generic features. The last layers, however, learn a pretty | + | The general model was trained on a lot of particles with a variety of shapes and therefore learned a good set of generic features. The last layers, however, learn a fairly |
Why should I // | Why should I // | ||
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</ | </ | ||
- | ==== Data preparation ==== | + | ==== 1. Data preparation ==== |
{{page> | {{page> | ||
- | ==== Start crYOLO ==== | + | ==== 2. Start crYOLO ==== |
{{page> | {{page> | ||
- | ==== Configuration ==== | + | ==== 3. Configuration ==== |
{{page> | {{page> | ||
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</ | </ | ||
- | ==== Training ==== | + | ==== 4. Training ==== |
Now you are ready to train the model. In case you have multiple GPUs, you should first select a free GPU. The following command will show the status of all GPUs: | Now you are ready to train the model. In case you have multiple GPUs, you should first select a free GPU. The following command will show the status of all GPUs: | ||
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The fine tune mode is especially useful if you want to [[downloads: | The fine tune mode is especially useful if you want to [[downloads: | ||
</ | </ | ||
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+ | < | ||
+ | <div style=" | ||
+ | < | ||
+ | </ | ||
+ | </ | ||
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<hidden **Run training with the command line**> | <hidden **Run training with the command line**> | ||
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- | ==== Picking ==== | + | ==== 5. Picking ==== |
{{page> | {{page> | ||
- | ==== Visualize the results ==== | + | ==== 6. Visualize the results ==== |
{{page> | {{page> | ||
- | ==== Evaluate your results ==== | + | ==== 7. Evaluate your results ==== |
{{page> | {{page> | ||