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import os | |
import os.path | |
import glob | |
def dataloader(filepath, level=6): | |
iml0 = [] | |
iml1 = [] | |
flowl0 = [] | |
disp0 = [] | |
dispc = [] | |
calib = [] | |
level_stars = '/*'*level | |
candidate_pool = glob.glob('%s/optical_flow%s'%(filepath,level_stars)) | |
for flow_path in sorted(candidate_pool): | |
if 'TEST' in flow_path: continue | |
if 'flower_storm_x2/into_future/right/OpticalFlowIntoFuture_0023_R.pfm' in flow_path: | |
continue | |
if 'flower_storm_x2/into_future/left/OpticalFlowIntoFuture_0023_L.pfm' in flow_path: | |
continue | |
if 'flower_storm_augmented0_x2/into_future/right/OpticalFlowIntoFuture_0023_R.pfm' in flow_path: | |
continue | |
if 'flower_storm_augmented0_x2/into_future/left/OpticalFlowIntoFuture_0023_L.pfm' in flow_path: | |
continue | |
if 'FlyingThings' in flow_path and '_0014_' in flow_path: | |
continue | |
if 'FlyingThings' in flow_path and '_0015_' in flow_path: | |
continue | |
idd = flow_path.split('/')[-1].split('_')[-2] | |
if 'into_future' in flow_path: | |
idd_p1 = '%04d'%(int(idd)+1) | |
else: | |
idd_p1 = '%04d'%(int(idd)-1) | |
if os.path.exists(flow_path.replace(idd,idd_p1)): | |
d0_path = flow_path.replace('/into_future/','/').replace('/into_past/','/').replace('optical_flow','disparity') | |
d0_path = '%s/%s.pfm'%(d0_path.rsplit('/',1)[0],idd) | |
dc_path = flow_path.replace('optical_flow','disparity_change') | |
dc_path = '%s/%s.pfm'%(dc_path.rsplit('/',1)[0],idd) | |
im_path = flow_path.replace('/into_future/','/').replace('/into_past/','/').replace('optical_flow','frames_cleanpass') | |
im0_path = '%s/%s.png'%(im_path.rsplit('/',1)[0],idd) | |
im1_path = '%s/%s.png'%(im_path.rsplit('/',1)[0],idd_p1) | |
#with open('%s/camera_data.txt'%(im0_path.replace('frames_cleanpass','camera_data').rsplit('/',2)[0]),'r') as f: | |
# if 'FlyingThings' in flow_path and len(f.readlines())!=40: | |
# print(flow_path) | |
# continue | |
iml0.append(im0_path) | |
iml1.append(im1_path) | |
flowl0.append(flow_path) | |
disp0.append(d0_path) | |
dispc.append(dc_path) | |
calib.append('%s/camera_data.txt'%(im0_path.replace('frames_cleanpass','camera_data').rsplit('/',2)[0])) | |
return iml0, iml1, flowl0, disp0, dispc, calib | |