File size: 644 Bytes
5f3481c | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 | from PIL import Image
import numpy as np
import glob
import pdb
import os
from tqdm import tqdm
train_dir = '../data/train/label'
val_dir = '../data/val/label'
test_dir = '../data/test_indomain/label'
dir_list = [train_dir, val_dir, test_dir]
hand_cnt = 0; obj_cnt = 0
for dir in dir_list:
for file in tqdm(glob.glob(dir + '/*')):
lbl = np.array(Image.open(file))
unique_vals = np.unique(lbl)
for unique_val in unique_vals:
if unique_val == 1 or unique_val == 2:
hand_cnt += 1
elif unique_val > 2:
obj_cnt += 1
print(hand_cnt, obj_cnt)
pdb.set_trace()
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