def make_false_landing_and_flyby_datasets(dataset_nopost):
#shift_list = shift_datasets(dataset_nopost, nshifts=nshifts)
#shift = fa.add_datasets(shift_list)
shift = dataset_nopost
fa.calc_func(shift, classify_false_post)
fa.calc_func(shift, calc_frame_of_landing)
dataset_nopost_landing = make_behavior_dataset(
shift, filename='dataset_nopost_landing_3cm', behavior='landing')
dataset_nopost_flyby = make_behavior_dataset(
shift, filename='dataset_nopost_flyby_3cm', behavior='flyby')
fa.prep_dataset(dataset_nopost_landing)
fa.calc_func(dataset_nopost_landing, saccade_analysis.calc_last_saccade)
fa.prep_dataset(dataset_nopost_flyby)
fa.calc_func(dataset_nopost_flyby, saccade_analysis.calc_last_saccade)
#fa.save(dataset_nopost_landing, 'dataset_nopost_landing')
fa.save(dataset_nopost_flyby, 'dataset_nopost_flyby_3cm')
return dataset_nopost_landing, dataset_nopost_flyby
def make_crash_dataset(movie_dataset, example_dataset):
dataset_crash = ffa.Dataset(like=example_dataset)
keys = movie_dataset.get_movie_keys(behavior='landing', crash=True)
for key in keys:
movie = movie_dataset.movies[key]
trajec = movie.trajec
trajec.behavior = movie.behavior
trajec.key = key
fa.calc_frame_of_landing(trajec)
fa.normalize_dist_to_stim_r(trajec)
d = np.max(np.max(trajec.dist_to_stim_r_normed, 0.08))
trajec.frames = np.arange(fa.get_frame_at_distance(trajec, d), trajec.frame_of_landing).tolist()
fa.prep_trajectory(trajec)
dataset_crash.trajecs.setdefault(key, trajec)
fa.prep_dataset(dataset_crash)
return dataset_crash
def make_false_landing_and_flyby_datasets(dataset_nopost):
#shift_list = shift_datasets(dataset_nopost, nshifts=nshifts)
#shift = fa.add_datasets(shift_list)
shift = dataset_nopost
fa.calc_func(shift, classify_false_post)
fa.calc_func(shift, calc_frame_of_landing)
dataset_nopost_landing = make_behavior_dataset(shift, filename='dataset_nopost_landing_3cm', behavior='landing')
dataset_nopost_flyby = make_behavior_dataset(shift, filename='dataset_nopost_flyby_3cm', behavior='flyby')
fa.prep_dataset(dataset_nopost_landing)
fa.calc_func(dataset_nopost_landing, saccade_analysis.calc_last_saccade)
fa.prep_dataset(dataset_nopost_flyby)
fa.calc_func(dataset_nopost_flyby, saccade_analysis.calc_last_saccade)
#fa.save(dataset_nopost_landing, 'dataset_nopost_landing')
fa.save(dataset_nopost_flyby, 'dataset_nopost_flyby_3cm')
return dataset_nopost_landing, dataset_nopost_flyby