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5767e72 | 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 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | import os
import json
from easydict import EasyDict as edict
from collections import defaultdict
from vbench.temporal_flickering import compute_temporal_flickering
from vbench.utils import CACHE_DIR, save_json, load_json, load_dimension_info
from vbench2_beta_long.utils import reorganize_clips_results, build_filtered_info_json
from vbench2_beta_long.static_filter import static_filter
def compute_long_temporal_flickering(json_dir, device, submodules_list, **kwargs):
video_list, _ = load_dimension_info(json_dir, dimension='temporal_flickering', lang='en')
base_video_path = os.path.dirname(video_list[0]).split('split_clip')[0]
video_clips_path = os.path.join(base_video_path, "split_clip")
output_path = os.path.join(base_video_path, "temporal_filtered_cilps")
os.makedirs(output_path, exist_ok=True)
input_path = video_clips_path
if kwargs['static_filter_flag']:
filter_static_clips(input_path, output_path,base_video_path)
json_dir = build_filtered_info_json(videos_path=output_path, output_path=output_path, name='filtered_temporal_flickering')
all_results, detailed_results = compute_temporal_flickering(json_dir, device, submodules_list)
return reorganize_clips_results(detailed_results)
def filter_static_clips(clip_video_path, output_dir,base_video_path):
args_new = edict({
'model': f"{CACHE_DIR}/raft_model/models/raft-things.pth",
'videos_path': "",
'base_video_path': "",
'result_path': "./filter_results",
'store_name': "filtered_static_video.json",
'small': False,
'mixed_precision': False,
'alternate_corr': False,
'filter_scope': 'temporal_flickering'
})
args_new.videos_path = clip_video_path
args_new.base_video_path = base_video_path
args_new.result_path = output_dir
static_filter(args_new)
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