opencv/apps/sft/misc/roc_caltech.py

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2013-01-28 15:31:05 +01:00
#!/usr/bin/env python
import argparse
import sft
import sys, os, os.path, glob, math, cv2, re
from datetime import datetime
import numpy
if __name__ == "__main__":
path = "/home/kellan/datasets/caltech/set00/V000.txt"
# open annotation file
f = open(path)
(nFrame, nSample) = sft.caltech.parse_header(f)
objects = sft.caltech.extract_objects(f)
caltechSamples = []
annotations = [[] for i in range(nFrame)]
for obj in objects:
(type, start, end) = re.search(r'^lbl=\'(\w+)\'\s+str=(\d+)\s+end=(\d+)\s+hide=0$', obj[0]).groups()
print type, start, end
start = int(start) -1
end = int(end)
pos = sft.caltech.parse_pos(obj[1])
posv = sft.caltech.parse_pos(obj[2])
occl = sft.caltech.parse_occl(obj[3])
for idx, (p, pv, oc) in enumerate(zip(*[pos, posv, occl])):
annotations[start + idx].append((type, p, oc, pv))
for each in annotations:
print each