File size: 651 Bytes
9ed1ff1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | import json
import csv
with open('captions_val2017.json', 'r') as f:
captions_data = json.load(f)
captions_by_image_id = {}
for item in captions_data['annotations']:
image_id = item['image_id']
if image_id not in captions_by_image_id:
captions_by_image_id[image_id] = item['caption']
else:
if len(captions_by_image_id[image_id]) < len(item['caption']):
captions_by_image_id[image_id] = item['caption']
else:
continue
captions = list(captions_by_image_id.values())
print(len(captions))
with open('captions_val2017_longest.json', 'w') as f_out:
json.dump(captions, f_out, indent=4) |