def main():
now = time.time() # start timer
Composer.start()
Webcam.get().start()
iterations = Model.iterations
stepsize = Model.stepsize_base
octave_n = Model.octave_n
octave_scale = Model.octave_scale
jitter = 300
# logging
console.log_value('username',data.username)
console.log_value('settings',Model.package_name)
# the madness begins
initial_image = Webcam.get().read()
Composer.send(1, initial_image)
data.playback = initial_image # initial camera image for starting
while True:
log.warning('new cycle')
_Deepdreamer.set_cycle_start_time(time.time())
if Model.cyclefx is not None:
for fx in Model.cyclefx:
if fx['name'] == 'octave_scaler':
Model.octave_scale = round(postprocess.octave_scaler(fx['osc']),4)
log.critical('octave_scale: {}'.format(Model.octave_scale))
if fx['name'] == 'xform_array':
postprocess.xform_array(Composer.dreambuffer, **fx['params'])
if fx['name'] == 'inception_xform':
data.playback = postprocess.inception_xform(data.playback, **fx['params'])
# new rem sleep test
_Deepdreamer.paint(
Model=Model,
base_image=data.playback,
iteration_max = Model.iterations,
iteration_mult = Model.iteration_mult,
octave_n = Model.octave_n,
octave_cutoff = Model.octave_cutoff,
octave_scale= Model.octave_scale,
end = Model.end,
objective = dreamer.objective_L2,
stepsize_base = Model.stepsize_base,
step_mult = Model.step_mult,
feature = Model.current_feature,
stepfx = Model.stepfx,
Webcam=Webcam,
Composer=Composer,
Framebuffer = data.Framebuffer
)
# logging
later = time.time()
duration_msg = '{:.2f}s'.format(later - now)
now = time.time() # the new now
console.log_value('cycle_time',duration_msg)
log.critical('cycle time: {}\n{}'.format(duration_msg, '-' * 80))
