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cryolo_reference_example [2019/04/03 15:51] twagner [crYOLO reference example] |
cryolo_reference_example [2019/09/23 09:25] twagner [Training] |
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====== crYOLO reference example ====== | ====== crYOLO reference example ====== | ||
- | Here we provide quick run through example for training and picking with crYOLO. The main purpose is to check if your setup is running as expected. Please note, that there is also [[http:// | + | Here we provide quick run through example for training and picking with crYOLO. The main purpose is to check if your setup is running as expected. I will not provide detailed explanations in this text. Please note that there is [[http:// |
===== Reference setup ===== | ===== Reference setup ===== | ||
- | We run this example on machine with the following specification: | + | We run this example on a machine with the following specification: |
* Titan V | * Titan V | ||
* Intel Core i9 7920X @ 2.90 Ghz | * Intel Core i9 7920X @ 2.90 Ghz | ||
+ | * SSD Harddrive | ||
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The '' | The '' | ||
- | * train_image: | + | * train_image: |
- | * train_annot: | + | * train_annot: |
* config_phosnet.json: | * config_phosnet.json: | ||
* reference_model.h5: | * reference_model.h5: | ||
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===== Training ===== | ===== Training ===== | ||
- | First, you have to warm up the network With "-g 0" I'm selection GPU 0. It takes 2 minutes 30 seconds on our reference setup: | + | |
- | < | + | The training is done with this command: |
- | cryolo_train.py -c config_phosnet.json -w 5 -g 0 | + | |
- | </ | + | |
- | The actual | + | |
< | < | ||
- | cryolo_train.py -c config_phosnet.json -w 0 -e 10 -g 0 | + | cryolo_train.py -c config_phosnet.json -w 5 -e 5 -g 0 |
</ | </ | ||
- | It needed 6 minutes | + | It needes 5 minutes |
===== Prediction ===== | ===== Prediction ===== |