def generate_crop_synset(synset_annotation_folder,images_folder,target_folder):
synset_images_cropped = 0
synset_crops_saved = 0
synset_images_notfound = 0
try:
annotation_files = os.listdir(synset_annotation_folder)
for xml_file in annotation_files:
image_annotation = Annotation(synset_annotation_folder + xml_file)
try:
image = Image.open(images_folder + image_annotation.folder + '/' + image_annotation.filename + ".JPEG")
synset_crops_saved += image_annotation.save_crops(image,target_folder,scale=True,p=0.2)
synset_images_cropped += 1
except IOError:
synset_images_notfound += 1
except OSError:
print(synset_annotation_folder + " not found")
print(str(synset_images_cropped) + ' images cropped')
print(str(synset_images_notfound) + ' images with annotations not found in this synset')
print(str(synset_crops_saved) + ' synset crops saved')
return [synset_crops_saved,synset_images_cropped,synset_images_notfound]
