Created
May 15, 2014 16:11
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reading .seq files from caltech pedestrian dataset
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def read_seq(path): | |
def read_header(ifile): | |
feed = ifile.read(4) | |
norpix = ifile.read(24) | |
version = struct.unpack('@i', ifile.read(4)) | |
length = struct.unpack('@i', ifile.read(4)) | |
assert(length != 1024) | |
descr = ifile.read(512) | |
params = [struct.unpack('@i', ifile.read(4))[0] for i in range(0,9)] | |
fps = struct.unpack('@d', ifile.read(8)) | |
# skipping the rest | |
ifile.read(432) | |
image_ext = {100:'raw', 102:'jpg',201:'jpg',1:'png',2:'png'} | |
return {'w':params[0],'h':params[1], | |
'bdepth':params[2], | |
'ext':image_ext[params[5]], | |
'format':params[5], | |
'size':params[4], | |
'true_size':params[8], | |
'num_frames':params[6]} | |
ifile = open(path, 'rb') | |
params = read_header(ifile) | |
bytes = open(path, 'rb').read() | |
# this is freaking magic, but it works | |
extra = 8 | |
s = 1024 | |
seek = [0]*(params['num_frames']+1) | |
seek[0] = 1024 | |
images = [] | |
for i in range(0, params['num_frames']): | |
tmp = struct.unpack_from('@I', bytes[s:s+4])[0] | |
s = seek[i] + tmp + extra | |
if i == 0: | |
val = struct.unpack_from('@B', bytes[s:s+1])[0] | |
if val != 0: | |
s -= 4 | |
else: | |
extra += 8 | |
s += 8 | |
seek[i+1] = s | |
nbytes = struct.unpack_from('@i', bytes[s:s+4])[0] | |
I = bytes[s+4:s+nbytes] | |
tmp_file = '/tmp/img%d.jpg' % i | |
open(tmp_file, 'wb+').write(I) | |
img = cv2.imread(tmp_file) | |
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) | |
images.append(img) | |
return images |
@anupamsobti it looks like the last bytes that it tries to unpack are blank. I just got it working by changing line 35.
for i in range(0, params['num_frames']-1):
I do have concerns that this might affect how annotations are read, but I haven't gotten there yet.
What all packages are required to run this Code? I am not getting any output now.
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Does this work?
I got the following error while I was trying this: