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Bubbly-flow-image-generator

The environment is

Python 3.5.2 Keras 2.2.5 tensorflow 1.14.0 CUDA 10.0 toolkit and cuDNN 7.5.

Generator

Download Generator'weights file

https://drive.google.com/drive/folders/1pf8xs7YfFcBtIA2gkDX2IY4PfXV0QEKA?usp=sharing

Generate images

- different seeds can change noise z
- label(0~9) can change superficial gas velocity
- truncation-psi can change truncation value
python run_generator.py generate-images  --seeds=6600-6609 --truncation-psi=1.0 --label=0 --network=xxx/xxxx

Detector

Download Detector'weights file

https://drive.google.com/drive/folders/1pf8xs7YfFcBtIA2gkDX2IY4PfXV0QEKA?usp=sharing

detect images

Don't forget to put the weights file into the “model_data” folder
The detection results and labels are saved in folders "results" and "output" respectively
python yolo_video.py

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Bubbly flow image generator and detector

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