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anno2vbench_info.py 1.92 KB
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llyx97 提交于 2025-03-14 21:05 +08:00 . Update anno2vbench_info.py
# Copyright (c) 2024 Bytedance Ltd. and/or its affiliates
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import os, json
from tqdm import tqdm
anno_path = "annotations/annotations.json"
info_path = "vbench_info.json"
video_root = "uve_bench_videos"
aspects2bvenchdim = {
"tv_alignment": "overall_consistency",
"motion_naturalness": "motion_smoothness",
"aesthetic_quality": "aesthetic_quality",
"technical_quality": "imaging_quality",
"dynamic_degree": "dynamic_degree",
"appearance_consistency": "subject_consistency",
}
def load_json(path):
with open(path, 'r', encoding='utf-8') as f:
return json.load(f)
def save_json(data, path, indent=4):
with open(path, 'w', encoding='utf-8') as f:
json.dump(data, f, indent=indent)
annos = load_json(anno_path)
full_info = []
for anno_id, anno in tqdm(annos.items()):
for subaspect in anno['subaspects']:
if subaspect not in aspects2bvenchdim:
continue
for vid in ['video_a', 'video_b']:
idx = f"{anno_id}-{anno[vid].split('/')[0]}"
video_path = os.path.join(video_root, anno['dataset'], anno[vid])
prompt = anno['prompt'] if anno['prompt'] else ""
full_info.append({
"idx": idx,
"prompt_en": prompt,
"dimension": [aspects2bvenchdim[subaspect]],
"video_list": [video_path]
})
save_json(full_info, info_path)
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