GitHub - ckyrkou/Mobile_AI_Camera_Scene_Detection: Submission to the first Mobile AI challenge, where the target is to develop quantized deep learning-based camera scene classification solutions that can demonstrate a real-time performance on smartphones and IoT platforms

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
ImageDataAugmentor		ImageDataAugmentor
README.txt		README.txt
models.py		models.py
train_keras.py		train_keras.py

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Requirements:
Tensorflow/Keras 2.3
Albumentations
Custom ImageGenerator (Files Provided also available: https://github.com/mjkvaak/ImageDataAugmentor)

How to run:

python train_keras.py

Put training images in ./Training/ folder
Put validation images in ./Validation/ folder

Each class should have a dedicated folder with its own images with numbering starting from 00


Output:
Checkpoint files - best accuracy in an epoch
accuracy-loss curves

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Submission to the first Mobile AI challenge, where the target is to develop quantized deep learning-based camera scene classification solutions that can demonstrate a real-time performance on smartphones and IoT platforms

Readme