ResNet50_replicate / validation.py
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Modified code for imagent datase
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import argparse
import os
import shutil
parser = argparse.ArgumentParser()
parser.add_argument("-d", "--dir", help="dir with the images", required=True)
parser.add_argument("-l", "--labels", help="file with image name to class label mapping", required=True)
args = parser.parse_args()
processed_classes = set()
with open(args.labels, "r") as file:
# skip header
next(file)
for line in file:
img_name, labels = line.split(",")
class_name = labels.split(" ")[0]
# create a dir for this classname
if class_name not in processed_classes:
dir_path = args.dir + "/" + class_name
if not os.path.exists(dir_path):
os.mkdir(dir_path)
shutil.move(args.dir + "/" + img_name + ".JPEG", args.dir + "/" + class_name+ "/" + img_name + ".JPEG")