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deep_nets

  1. Download and process FLIC dataset
    cd data/FLIC; python process.py

  2. Train detector:
    THEANO_FLAGS=mode=FAST_RUN,device=gpu0,floatX=float32 python train_detector.py conf.xml

  3. Test detector:
    Change the epoch_no value in conf.xml. While training, models after every epoch are written to disk. You can use any one of those.
    THEANO_FLAGS=mode=FAST_RUN,device=gpu0,floatX=float32 python test_detector.py conf.xml

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