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Browse filesUpload output_test_template.json
Upload main.py
Upload errors.txt
Upload eval.sh
Upload Video-MME.json
Upload urls.txt
Upload eval_your_results.py
Upload ytb_videos/2ka5AleJ48I.mp4
Upload ytb_videos/QHFy-nWNJYk.mp4
Upload ytb_videos/xre_3dxdhkQ.mp4
Upload ytb_videos/IaTaaNinolU.mp4
Upload ytb_videos/Lyv_2usFQA0.mp4
Upload ytb_videos/g1MCVp5xICM.mp4
Upload ytb_videos/phM_SYH6aA0.mp4
Upload ytb_videos/J5Npf2xJpag.mp4
Upload ytb_videos/UIX6f0xMQ2U.mp4
Upload ytb_videos/AFFZjzuAHMg.mp4
Upload ytb_videos/08km9Yqbt-A.mp4
Upload ytb_videos/K759eXmaMTY.mp4
Upload ytb_videos/0k2ey_okQ4E.mp4
Upload ytb_videos/zbvamKv81o0.mp4
Upload ytb_videos/uC8TK7GH85o.mp4
Upload ytb_videos/wdcXmerZWDc.mp4
Upload ytb_videos/frX8GujpmkI.mp4
Upload ytb_videos/c9arR8T0Qts.mp4
Upload ytb_videos/U8WCRz0Yh4Q.mp4
Upload ytb_videos/FsLaTZmP6Uw.mp4
Upload ytb_videos/tBVUTFPate0.mp4
Upload ytb_videos/4IenX7OHumk.mp4
Upload ytb_videos/eTLMWnsStuk.mp4
Upload ytb_videos/c66RN87YjNE.mp4
Upload ytb_videos/p9CCSG3-dhI.mp4
Upload ytb_videos/V_skpmEXebM.mp4
Upload ytb_videos/uC9qU3X1JgM.mp4
Upload ytb_videos/GqeRnxSuLFI.mp4
Upload ytb_videos/gR5YcIJhDcU.mp4
Upload ytb_videos/h5Jx12SYKzk.mp4
Upload ytb_videos/5wLv3pCqZ9o.mp4
Upload ytb_videos/GFTKKyYSCKs.mp4
Upload ytb_videos/7iXM5aq53Ts.mp4
Upload ytb_videos/pcO-alfiyEo.mp4
Upload ytb_videos/1NH5dJ9VRvU.mp4
Upload ytb_videos/hZ8DmOpRTVc.mp4
Upload ytb_videos/0FM64MrRuZE.mp4
Upload ytb_videos/rhDdA-7gEhs.mp4
Upload ytb_videos/cMim0uU1yzA.mp4
Upload ytb_videos/EVBCLAaflaw.mp4
Upload ytb_videos/kq9Q9-U0vrc.mp4
Upload ytb_videos/LCfBYE97rFk.mp4
Upload ytb_videos/3EQzRz-V7uE.mp4
Upload ytb_videos/U9-Qy3H_UBY.mp4
Upload ytb_videos/djr6T2C8Gfs.mp4
Upload ytb_videos/GV5CuB4zPTY.mp4
Upload ytb_videos/HwpzzAefx9M.mp4
Upload ytb_videos/B7-6lRo2m4Y.mp4
Upload ytb_videos/SnOc5W0PgVE.mp4
Upload ytb_videos/ZQIZx5Oqw88.mp4
Upload ytb_videos/drbi6HK1gSc.mp4
Upload ytb_videos/OCTekmo_szs.mp4
Upload ytb_videos/NagvWwLvRik.mp4
Upload ytb_videos/39HTpUG1MwQ.mp4
Upload ytb_videos/gT2lNXqt2V0.mp4
Upload ytb_videos/ebzbKa32kuk.mp4
Upload ytb_videos/von_IMi97-w.mp4
Upload ytb_videos/6EIrArTyLVU.mp4
- .gitattributes +58 -0
- Video-MME.json +0 -0
- errors.txt +9 -0
- eval.sh +8 -0
- eval_your_results.py +278 -0
- main.py +49 -0
- output_test_template.json +0 -0
- urls.txt +900 -0
- ytb_videos/08km9Yqbt-A.mp4 +3 -0
- ytb_videos/0FM64MrRuZE.mp4 +3 -0
- ytb_videos/0k2ey_okQ4E.mp4 +3 -0
- ytb_videos/1NH5dJ9VRvU.mp4 +3 -0
- ytb_videos/2ka5AleJ48I.mp4 +3 -0
- ytb_videos/39HTpUG1MwQ.mp4 +3 -0
- ytb_videos/3EQzRz-V7uE.mp4 +3 -0
- ytb_videos/4IenX7OHumk.mp4 +3 -0
- ytb_videos/5wLv3pCqZ9o.mp4 +3 -0
- ytb_videos/6EIrArTyLVU.mp4 +3 -0
- ytb_videos/7iXM5aq53Ts.mp4 +3 -0
- ytb_videos/AFFZjzuAHMg.mp4 +3 -0
- ytb_videos/B7-6lRo2m4Y.mp4 +3 -0
- ytb_videos/EVBCLAaflaw.mp4 +3 -0
- ytb_videos/FsLaTZmP6Uw.mp4 +3 -0
- ytb_videos/GFTKKyYSCKs.mp4 +3 -0
- ytb_videos/GV5CuB4zPTY.mp4 +3 -0
- ytb_videos/GqeRnxSuLFI.mp4 +3 -0
- ytb_videos/HwpzzAefx9M.mp4 +3 -0
- ytb_videos/IaTaaNinolU.mp4 +3 -0
- ytb_videos/J5Npf2xJpag.mp4 +3 -0
- ytb_videos/K759eXmaMTY.mp4 +3 -0
- ytb_videos/LCfBYE97rFk.mp4 +3 -0
- ytb_videos/Lyv_2usFQA0.mp4 +3 -0
- ytb_videos/NagvWwLvRik.mp4 +3 -0
- ytb_videos/OCTekmo_szs.mp4 +3 -0
- ytb_videos/QHFy-nWNJYk.mp4 +3 -0
- ytb_videos/SnOc5W0PgVE.mp4 +3 -0
- ytb_videos/U8WCRz0Yh4Q.mp4 +3 -0
- ytb_videos/U9-Qy3H_UBY.mp4 +3 -0
- ytb_videos/UIX6f0xMQ2U.mp4 +3 -0
- ytb_videos/V_skpmEXebM.mp4 +3 -0
- ytb_videos/ZQIZx5Oqw88.mp4 +3 -0
- ytb_videos/c66RN87YjNE.mp4 +3 -0
- ytb_videos/c9arR8T0Qts.mp4 +3 -0
- ytb_videos/cMim0uU1yzA.mp4 +3 -0
- ytb_videos/djr6T2C8Gfs.mp4 +3 -0
- ytb_videos/drbi6HK1gSc.mp4 +3 -0
- ytb_videos/eTLMWnsStuk.mp4 +3 -0
- ytb_videos/ebzbKa32kuk.mp4 +3 -0
- ytb_videos/frX8GujpmkI.mp4 +3 -0
- ytb_videos/g1MCVp5xICM.mp4 +3 -0
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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ytb_videos/2ka5AleJ48I.mp4 filter=lfs diff=lfs merge=lfs -text
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https://www.youtube.com/watch?v=6YhlYu70uNA
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YOUR_RESULTS_FILE=output_test_template.json
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VIDEO_DURATION_TYPE=short,medium,long
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python eval_your_results.py \
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--results_file $YOUR_RESULTS_FILE \
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--video_duration_type $VIDEO_DURATION_TYPE \
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--return_categories_accuracy \
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|
| 1 |
+
import os
|
| 2 |
+
import argparse
|
| 3 |
+
import json
|
| 4 |
+
from typing import List, Dict, Optional, Union
|
| 5 |
+
import re
|
| 6 |
+
|
| 7 |
+
CATEGORIES = [
|
| 8 |
+
"Knowledge",
|
| 9 |
+
"Film & Television",
|
| 10 |
+
"Sports Competition",
|
| 11 |
+
"Artistic Performance",
|
| 12 |
+
"Life Record",
|
| 13 |
+
"Multilingual"
|
| 14 |
+
]
|
| 15 |
+
|
| 16 |
+
SUB_CATEGORIES = [
|
| 17 |
+
"Humanity & History",
|
| 18 |
+
"Literature & Art",
|
| 19 |
+
"Biology & Medicine",
|
| 20 |
+
"Finance & Commerce",
|
| 21 |
+
"Astronomy",
|
| 22 |
+
"Geography",
|
| 23 |
+
"Law",
|
| 24 |
+
"Life Tip",
|
| 25 |
+
"Technology",
|
| 26 |
+
"Animation",
|
| 27 |
+
"Movie & TV Show",
|
| 28 |
+
"Documentary",
|
| 29 |
+
"News Report",
|
| 30 |
+
"Esports",
|
| 31 |
+
"Basketball",
|
| 32 |
+
"Football",
|
| 33 |
+
"Athletics",
|
| 34 |
+
"Other Sports",
|
| 35 |
+
"Stage Play",
|
| 36 |
+
"Magic Show",
|
| 37 |
+
"Variety Show",
|
| 38 |
+
"Acrobatics",
|
| 39 |
+
"Handicraft",
|
| 40 |
+
"Food",
|
| 41 |
+
"Fashion",
|
| 42 |
+
"Daily Life",
|
| 43 |
+
"Travel",
|
| 44 |
+
"Pet & Animal",
|
| 45 |
+
"Exercise",
|
| 46 |
+
"Multilingual"
|
| 47 |
+
]
|
| 48 |
+
|
| 49 |
+
TASK_CATEGORIES = [
|
| 50 |
+
"Temporal Perception",
|
| 51 |
+
"Spatial Perception",
|
| 52 |
+
"Attribute Perception",
|
| 53 |
+
"Action Recognition",
|
| 54 |
+
"Object Recognition",
|
| 55 |
+
"OCR Problems",
|
| 56 |
+
"Counting Problem",
|
| 57 |
+
"Temporal Reasoning",
|
| 58 |
+
"Spatial Reasoning",
|
| 59 |
+
"Action Reasoning",
|
| 60 |
+
"Object Reasoning",
|
| 61 |
+
"Information Synopsis",
|
| 62 |
+
]
|
| 63 |
+
|
| 64 |
+
|
| 65 |
+
def extract_characters_regex(s):
|
| 66 |
+
s = s.strip()
|
| 67 |
+
answer_prefixes = [
|
| 68 |
+
"The best answer is",
|
| 69 |
+
"The correct answer is",
|
| 70 |
+
"The answer is",
|
| 71 |
+
"The answer",
|
| 72 |
+
"The best option is"
|
| 73 |
+
"The correct option is",
|
| 74 |
+
"Best answer:"
|
| 75 |
+
"Best option:",
|
| 76 |
+
]
|
| 77 |
+
for answer_prefix in answer_prefixes:
|
| 78 |
+
s = s.replace(answer_prefix, "")
|
| 79 |
+
|
| 80 |
+
if len(s.split()) > 10 and not re.search("[ABCD]", s):
|
| 81 |
+
return ""
|
| 82 |
+
matches = re.search(r'[ABCD]', s)
|
| 83 |
+
if matches is None:
|
| 84 |
+
return ""
|
| 85 |
+
return matches[0]
|
| 86 |
+
|
| 87 |
+
|
| 88 |
+
def eval_your_results(
|
| 89 |
+
your_results_path: str,
|
| 90 |
+
video_types: Optional[Union[List[str], str]] = None,
|
| 91 |
+
skip_missing: Optional[bool] = False,
|
| 92 |
+
return_categories_accuracy: Optional[bool] = True,
|
| 93 |
+
return_sub_categories_accuracy: Optional[bool] = False,
|
| 94 |
+
return_task_types_accuracy: Optional[bool] = False,
|
| 95 |
+
gt_answer_key: Optional[str] = "answer",
|
| 96 |
+
your_answer_key: Optional[str] = "response"
|
| 97 |
+
|
| 98 |
+
):
|
| 99 |
+
"""
|
| 100 |
+
Evaluate your results against the ground truth
|
| 101 |
+
|
| 102 |
+
Args:
|
| 103 |
+
- your_results_path (str): Path to your results file
|
| 104 |
+
- video_types (Optional[List[str], str]): List of video types to evaluate.
|
| 105 |
+
- skip_missing (Optional[bool]): If True, missing files will be skipped. If False, an error will be raised if there are missing files.
|
| 106 |
+
- return_categories_accuracy (Optional[bool]): If True, the accuracy for each video category will be returned.
|
| 107 |
+
- return_sub_categories_accuracy (Optional[bool]): If True, the accuracy for each video sub category will be returned.
|
| 108 |
+
- return_task_types_accuracy (Optional[bool]): If True, the accuracy for each task category will be returned.
|
| 109 |
+
- gt_answer_key (Optional[str]): Key to access the ground truth answer in the results file.
|
| 110 |
+
- your_answer_key (Optional[str]): Key to access your answer in the results file.
|
| 111 |
+
"""
|
| 112 |
+
|
| 113 |
+
# Load your results
|
| 114 |
+
with open(your_results_path, 'r') as f:
|
| 115 |
+
your_results = json.load(f)
|
| 116 |
+
|
| 117 |
+
if isinstance(video_types, str):
|
| 118 |
+
video_types = video_types.split(",")
|
| 119 |
+
|
| 120 |
+
q_type_dict = {}
|
| 121 |
+
v_type_dict = {}
|
| 122 |
+
v_sub_type_dict = {}
|
| 123 |
+
|
| 124 |
+
|
| 125 |
+
for video_type in video_types:
|
| 126 |
+
|
| 127 |
+
# Filter your results based on video types
|
| 128 |
+
your_results_video_type = [item for item in your_results if item["duration_category"] == video_type]
|
| 129 |
+
|
| 130 |
+
# Task Categories
|
| 131 |
+
q_type_dict[video_type] = {}
|
| 132 |
+
for q_type in TASK_CATEGORIES:
|
| 133 |
+
q_type_dict[video_type][q_type] = {"correct": 0, "answered": 0}
|
| 134 |
+
|
| 135 |
+
# Video categories
|
| 136 |
+
v_type_dict[video_type] = {}
|
| 137 |
+
for v_type in CATEGORIES:
|
| 138 |
+
v_type_dict[video_type][v_type] = {"correct": 0, "answered": 0}
|
| 139 |
+
|
| 140 |
+
v_sub_type_dict[video_type] = {}
|
| 141 |
+
for v_sub_type in SUB_CATEGORIES:
|
| 142 |
+
v_sub_type_dict[video_type][v_sub_type] = {"correct": 0, "answered": 0}
|
| 143 |
+
|
| 144 |
+
if not skip_missing:
|
| 145 |
+
# Check if the number of files in your results and ground truth are the same
|
| 146 |
+
assert len(your_results_video_type) == 300, f"Number of files in {video_type} is not 300. Check if there are missing files."
|
| 147 |
+
|
| 148 |
+
for item in your_results_video_type:
|
| 149 |
+
|
| 150 |
+
if skip_missing and item["missing"]:
|
| 151 |
+
continue
|
| 152 |
+
|
| 153 |
+
# Get the video category, sub category and question category
|
| 154 |
+
video_category = item["video_category"]
|
| 155 |
+
video_sub_category = item["video_subcategory"]
|
| 156 |
+
|
| 157 |
+
questions = item["questions"]
|
| 158 |
+
|
| 159 |
+
for question in questions:
|
| 160 |
+
q_type = question["task_type"]
|
| 161 |
+
|
| 162 |
+
# Get the ground truth and your response
|
| 163 |
+
gt_answer = question[gt_answer_key]
|
| 164 |
+
response = question[your_answer_key]
|
| 165 |
+
|
| 166 |
+
# Extract the answer from the response
|
| 167 |
+
extration = extract_characters_regex(response)
|
| 168 |
+
|
| 169 |
+
if extration != "":
|
| 170 |
+
q_type_dict[video_type][q_type]["answered"] += 1
|
| 171 |
+
q_type_dict[video_type][q_type]["correct"] += extration == gt_answer
|
| 172 |
+
|
| 173 |
+
v_type_dict[video_type][video_category]["answered"] += 1
|
| 174 |
+
v_type_dict[video_type][video_category]["correct"] += extration == gt_answer
|
| 175 |
+
|
| 176 |
+
v_sub_type_dict[video_type][video_sub_category]["answered"] += 1
|
| 177 |
+
v_sub_type_dict[video_type][video_sub_category]["correct"] += extration == gt_answer
|
| 178 |
+
|
| 179 |
+
|
| 180 |
+
# Print the results for each video type
|
| 181 |
+
for video_type in video_types:
|
| 182 |
+
|
| 183 |
+
print("=====================================")
|
| 184 |
+
print(f"Evaluation on video Type: {video_type}")
|
| 185 |
+
print("=====================================")
|
| 186 |
+
if return_categories_accuracy:
|
| 187 |
+
print("-------------------------------------")
|
| 188 |
+
print("Video Categories")
|
| 189 |
+
print("-------------------------------------")
|
| 190 |
+
for v_type in v_type_dict[video_type]:
|
| 191 |
+
print(f"{v_type}: {100 * v_type_dict[video_type][v_type]['correct'] / v_type_dict[video_type][v_type]['answered'] if v_type_dict[video_type][v_type]['answered'] > 0 else 0 : .1f}%")
|
| 192 |
+
if return_sub_categories_accuracy:
|
| 193 |
+
print("-------------------------------------")
|
| 194 |
+
print("Video Sub Categories")
|
| 195 |
+
print("-------------------------------------")
|
| 196 |
+
for v_sub_type in v_sub_type_dict[video_type]:
|
| 197 |
+
print(f"{v_sub_type}: {100 * v_sub_type_dict[video_type][v_sub_type]['correct'] / v_sub_type_dict[video_type][v_sub_type]['answered'] if v_sub_type_dict[video_type][v_sub_type]['answered'] > 0 else 0 : .1f}%")
|
| 198 |
+
if return_task_types_accuracy:
|
| 199 |
+
print("-------------------------------------")
|
| 200 |
+
print("Task Categories")
|
| 201 |
+
print("-------------------------------------")
|
| 202 |
+
for q_type in q_type_dict[video_type]:
|
| 203 |
+
print(f"{q_type}: {100 * q_type_dict[video_type][q_type]['correct'] / q_type_dict[video_type][q_type]['answered'] if q_type_dict[video_type][q_type]['answered'] > 0 else 0 : .1f}%")
|
| 204 |
+
|
| 205 |
+
print("-------------------------------------")
|
| 206 |
+
print("Overall Performance")
|
| 207 |
+
print("-------------------------------------")
|
| 208 |
+
total_correct = sum([q_type_dict[video_type][q_type]["correct"] for q_type in TASK_CATEGORIES])
|
| 209 |
+
total_answered = sum([q_type_dict[video_type][q_type]["answered"] for q_type in TASK_CATEGORIES])
|
| 210 |
+
print(f"Overall: {100 * total_correct / total_answered if total_answered > 0 else 0 : .1f}%")
|
| 211 |
+
|
| 212 |
+
print("\n")
|
| 213 |
+
|
| 214 |
+
# Print the results for the entire dataset
|
| 215 |
+
print("=====================================")
|
| 216 |
+
print("Evaluation on the entire dataset")
|
| 217 |
+
print("=====================================")
|
| 218 |
+
|
| 219 |
+
if return_categories_accuracy:
|
| 220 |
+
print("-------------------------------------")
|
| 221 |
+
print("Video Categories")
|
| 222 |
+
print("-------------------------------------")
|
| 223 |
+
for v_type in CATEGORIES:
|
| 224 |
+
total_correct = sum([v_type_dict[video_type][v_type]["correct"] for video_type in video_types])
|
| 225 |
+
total_answered = sum([v_type_dict[video_type][v_type]["answered"] for video_type in video_types])
|
| 226 |
+
print(f"{v_type}: {100 * total_correct / total_answered if total_answered > 0 else 0 : .1f}%")
|
| 227 |
+
|
| 228 |
+
|
| 229 |
+
if return_sub_categories_accuracy:
|
| 230 |
+
print("-------------------------------------")
|
| 231 |
+
print("Video Sub Categories")
|
| 232 |
+
print("-------------------------------------")
|
| 233 |
+
|
| 234 |
+
for v_sub_type in SUB_CATEGORIES:
|
| 235 |
+
total_correct = sum([v_sub_type_dict[video_type][v_sub_type]["correct"] for video_type in video_types])
|
| 236 |
+
total_answered = sum([v_sub_type_dict[video_type][v_sub_type]["answered"] for video_type in video_types])
|
| 237 |
+
print(f"{v_sub_type}: {100 * total_correct / total_answered if total_answered > 0 else 0 : .1f}%")
|
| 238 |
+
|
| 239 |
+
|
| 240 |
+
if return_task_types_accuracy:
|
| 241 |
+
print("-------------------------------------")
|
| 242 |
+
print("Task Categories")
|
| 243 |
+
print("-------------------------------------")
|
| 244 |
+
for q_type in TASK_CATEGORIES:
|
| 245 |
+
|
| 246 |
+
total_correct = sum([q_type_dict[video_type][q_type]["correct"] for video_type in video_types])
|
| 247 |
+
total_answered = sum([q_type_dict[video_type][q_type]["answered"] for video_type in video_types])
|
| 248 |
+
print(f"{q_type}: {100 * total_correct / total_answered if total_answered > 0 else 0 : .1f}%")
|
| 249 |
+
|
| 250 |
+
print("-------------------------------------")
|
| 251 |
+
print("Overall Performance")
|
| 252 |
+
print("-------------------------------------")
|
| 253 |
+
total_correct = sum([sum([q_type_dict[video_type][q_type]["correct"] for q_type in TASK_CATEGORIES]) for video_type in video_types])
|
| 254 |
+
total_answered = sum([sum([q_type_dict[video_type][q_type]["answered"] for q_type in TASK_CATEGORIES]) for video_type in video_types])
|
| 255 |
+
print(f"Overall: {100 * total_correct / total_answered if total_answered > 0 else 0 : .1f}%")
|
| 256 |
+
|
| 257 |
+
|
| 258 |
+
|
| 259 |
+
if __name__ == "__main__":
|
| 260 |
+
parser = argparse.ArgumentParser()
|
| 261 |
+
parser.add_argument("--results_file", type=str, required=True)
|
| 262 |
+
parser.add_argument("--video_duration_type", type=str, required=True)
|
| 263 |
+
parser.add_argument("--return_categories_accuracy", action="store_true")
|
| 264 |
+
parser.add_argument("--return_sub_categories_accuracy", action="store_true")
|
| 265 |
+
parser.add_argument("--return_task_types_accuracy", action="store_true")
|
| 266 |
+
|
| 267 |
+
args = parser.parse_args()
|
| 268 |
+
|
| 269 |
+
eval_your_results(
|
| 270 |
+
args.results_file,
|
| 271 |
+
video_types=args.video_duration_type,
|
| 272 |
+
return_categories_accuracy=args.return_categories_accuracy,
|
| 273 |
+
return_sub_categories_accuracy=args.return_sub_categories_accuracy,
|
| 274 |
+
return_task_types_accuracy=args.return_task_types_accuracy,
|
| 275 |
+
)
|
| 276 |
+
|
| 277 |
+
|
| 278 |
+
|
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os, os.path as osp
|
| 2 |
+
import json
|
| 3 |
+
import yt_dlp
|
| 4 |
+
|
| 5 |
+
|
| 6 |
+
def ytb_download(url, json_info=None, output_dir="ytb_videos/"):
|
| 7 |
+
uid = osp.basename(url).split("?v=")[-1]
|
| 8 |
+
os.makedirs(output_dir, exist_ok=True)
|
| 9 |
+
# uid = url.split("?v=")[-1]
|
| 10 |
+
yt_opts = {
|
| 11 |
+
"format": "best", # Download the best quality available
|
| 12 |
+
"outtmpl": osp.join(output_dir, f"{uid}.%(ext)s"), # Set the output template
|
| 13 |
+
"postprocessors": [
|
| 14 |
+
{
|
| 15 |
+
"key": "FFmpegVideoConvertor",
|
| 16 |
+
"preferedformat": "mp4", # Convert video to mp4 format
|
| 17 |
+
}
|
| 18 |
+
],
|
| 19 |
+
}
|
| 20 |
+
|
| 21 |
+
video_path = osp.join(output_dir, f"{uid}.mp4")
|
| 22 |
+
meta_path = osp.join(output_dir, f"{uid}.json")
|
| 23 |
+
if osp.exists(video_path):
|
| 24 |
+
print(f"{uid} already downloaded.")
|
| 25 |
+
return 0
|
| 26 |
+
|
| 27 |
+
try:
|
| 28 |
+
with yt_dlp.YoutubeDL(yt_opts) as ydl:
|
| 29 |
+
ydl.download([url])
|
| 30 |
+
if json_info is not None:
|
| 31 |
+
with open(osp.join(output_dir, f"{uid}.json"), "w") as fp:
|
| 32 |
+
json.dump(json_info, fp, indent=2)
|
| 33 |
+
return 0
|
| 34 |
+
except:
|
| 35 |
+
return -1
|
| 36 |
+
|
| 37 |
+
with open("Video-MME.json", "r") as fp:
|
| 38 |
+
info = json.load(fp)
|
| 39 |
+
|
| 40 |
+
from tqdm import tqdm
|
| 41 |
+
urls = []
|
| 42 |
+
errors = []
|
| 43 |
+
for d in tqdm(info):
|
| 44 |
+
r = ytb_download(d['url'])
|
| 45 |
+
if r != 0:
|
| 46 |
+
errors.append(d['url'])
|
| 47 |
+
|
| 48 |
+
with open("errors.txt", "w") as fp:
|
| 49 |
+
fp.write("\n".join(errors))
|
|
The diff for this file is too large to render.
See raw diff
|
|
|
|
@@ -0,0 +1,900 @@
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| 1 |
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https://www.youtube.com/watch?v=AGCHk5_2skY
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| 2 |
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https://www.youtube.com/watch?v=N1cdUjctpG8
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| 3 |
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| 4 |
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| 6 |
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| 7 |
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| 8 |
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https://www.youtube.com/watch?v=95bnzxzSaso
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| 9 |
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https://www.youtube.com/watch?v=sUDY-SMREtA
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| 10 |
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https://www.youtube.com/watch?v=uigL9Zn18bc
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| 11 |
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https://www.youtube.com/watch?v=OE5S-NbNsro
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| 12 |
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https://www.youtube.com/watch?v=qvwfWyU9Gfc
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| 13 |
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https://www.youtube.com/watch?v=5wLv3pCqZ9o
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| 14 |
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https://www.youtube.com/watch?v=uqILuTcux_o
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| 15 |
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https://www.youtube.com/watch?v=eXKE0nAMmg4
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| 16 |
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https://www.youtube.com/watch?v=5_fXicEnKKk
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| 17 |
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| 18 |
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https://www.youtube.com/watch?v=tX8a00l_Dfs
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| 19 |
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https://www.youtube.com/watch?v=mVIXU0x9ocI
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| 20 |
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https://www.youtube.com/watch?v=YPaLGP_xr-w
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| 21 |
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https://www.youtube.com/watch?v=TbaCxIJ_VP4
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| 22 |
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https://www.youtube.com/watch?v=n3IYmdy6d4Y
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| 23 |
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https://www.youtube.com/watch?v=iZYLeIJwe4w
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| 24 |
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| 25 |
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https://www.youtube.com/watch?v=ebzbKa32kuk
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| 26 |
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https://www.youtube.com/watch?v=XWfqBKeC0g8
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| 27 |
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https://www.youtube.com/watch?v=tS4a6I4-Yjo
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| 28 |
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https://www.youtube.com/watch?v=6YhlYu70uNA
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| 29 |
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https://www.youtube.com/watch?v=JbDRs0ja3PE
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| 30 |
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https://www.youtube.com/watch?v=39HTpUG1MwQ
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| 31 |
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https://www.youtube.com/watch?v=TPS22HRRY1k
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| 32 |
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https://www.youtube.com/watch?v=X30VlGh3HwQ
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| 33 |
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https://www.youtube.com/watch?v=zKyWRRJQbkM
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| 34 |
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https://www.youtube.com/watch?v=blSnLEZe-sI
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| 35 |
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https://www.youtube.com/watch?v=hysxIH_GZks
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| 36 |
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https://www.youtube.com/watch?v=MXKDvuEkSF0
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| 37 |
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https://www.youtube.com/watch?v=EQ-67udZEeg
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| 38 |
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https://www.youtube.com/watch?v=GqeRnxSuLFI
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| 39 |
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https://www.youtube.com/watch?v=XOJKiOw8Xqo
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| 40 |
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https://www.youtube.com/watch?v=5ksVshqVuiM
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| 41 |
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https://www.youtube.com/watch?v=yl5ZXQmrtP0
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| 42 |
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https://www.youtube.com/watch?v=kRlhlCWplqk
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| 43 |
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https://www.youtube.com/watch?v=9jjTGpWmc5U
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| 44 |
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https://www.youtube.com/watch?v=fo0Hmch2YS0
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| 45 |
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https://www.youtube.com/watch?v=990ci2H9BBc
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| 46 |
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https://www.youtube.com/watch?v=gD0MvkDGAMg
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| 47 |
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https://www.youtube.com/watch?v=WTQ7_e8bnfM
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| 48 |
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https://www.youtube.com/watch?v=M7WOXFvwbSY
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| 49 |
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https://www.youtube.com/watch?v=RvnC--JjDBw
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| 50 |
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https://www.youtube.com/watch?v=08km9Yqbt-A
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| 51 |
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https://www.youtube.com/watch?v=Qyg_91gNHCc
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| 52 |
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https://www.youtube.com/watch?v=nYLMNQ77FjM
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| 53 |
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https://www.youtube.com/watch?v=DF_J3vCcbBA
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| 54 |
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https://www.youtube.com/watch?v=wVlfyhs64IY
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| 55 |
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https://www.youtube.com/watch?v=K0mjUgHKfJo
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| 56 |
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https://www.youtube.com/watch?v=WmVLcj-XKnM
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| 57 |
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| 58 |
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https://www.youtube.com/watch?v=D52rTzibFRc
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| 59 |
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https://www.youtube.com/watch?v=NEFG7YcIDcI
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| 60 |
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https://www.youtube.com/watch?v=8TNPeimqOO0
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| 61 |
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https://www.youtube.com/watch?v=LCtOpCi5r2s
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| 62 |
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https://www.youtube.com/watch?v=jTzKgI68VLc
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| 63 |
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| 64 |
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https://www.youtube.com/watch?v=9_M4bNOxsYs
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| 65 |
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https://www.youtube.com/watch?v=fo-mVfOsC-E
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| 66 |
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https://www.youtube.com/watch?v=x6jPuXwtxCM
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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https://www.youtube.com/watch?v=CezlmUwMXNo
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| 71 |
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https://www.youtube.com/watch?v=IzQ2siryQrM
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| 72 |
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https://www.youtube.com/watch?v=VsuShNWghXk
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| 73 |
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| 74 |
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https://www.youtube.com/watch?v=HvjgQqNOq9A
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| 75 |
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https://www.youtube.com/watch?v=uz6rjbw0ZA0
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| 76 |
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https://www.youtube.com/watch?v=KOwR0Ln46Ks
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| 77 |
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https://www.youtube.com/watch?v=540LkURTR7g
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| 78 |
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https://www.youtube.com/watch?v=SnOc5W0PgVE
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| 79 |
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https://www.youtube.com/watch?v=WViSvPFUVd8
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| 80 |
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https://www.youtube.com/watch?v=21q-lDikdBg
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| 81 |
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https://www.youtube.com/watch?v=FjS2LzrHEO8
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| 82 |
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https://www.youtube.com/watch?v=m4qhFFdHTCc
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| 83 |
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https://www.youtube.com/watch?v=lKoG2_zdoSA
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| 84 |
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https://www.youtube.com/watch?v=aqTIB_q40bo
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| 85 |
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https://www.youtube.com/watch?v=hUrjmA0fhsc
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| 86 |
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https://www.youtube.com/watch?v=aBdQQxgxDrY
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| 87 |
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https://www.youtube.com/watch?v=tF4DML7FIWk
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| 88 |
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https://www.youtube.com/watch?v=jRS9fVh7MUw
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| 89 |
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https://www.youtube.com/watch?v=JxkJ-FwFeVI
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| 90 |
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https://www.youtube.com/watch?v=c9arR8T0Qts
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| 91 |
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https://www.youtube.com/watch?v=_aVHf_jmWk8
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| 92 |
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https://www.youtube.com/watch?v=3rTsETO3s9U
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| 93 |
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https://www.youtube.com/watch?v=drbi6HK1gSc
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| 94 |
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https://www.youtube.com/watch?v=M69Sn3OERZo
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| 95 |
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https://www.youtube.com/watch?v=djr6T2C8Gfs
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| 96 |
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https://www.youtube.com/watch?v=Q0B5dLHDQ2w
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| 97 |
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https://www.youtube.com/watch?v=uoJDGnaVuTg
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| 98 |
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https://www.youtube.com/watch?v=PU-XOFIJMlg
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| 99 |
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https://www.youtube.com/watch?v=Ij-FYOrklFE
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| 100 |
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https://www.youtube.com/watch?v=56yT3H_DjVE
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| 101 |
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https://www.youtube.com/watch?v=tiMaUSvlzIU
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| 102 |
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https://www.youtube.com/watch?v=0IdYJGBmguM
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| 103 |
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https://www.youtube.com/watch?v=G267g0DpCVg
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| 104 |
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https://www.youtube.com/watch?v=_cZXyj6rYVg
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https://www.youtube.com/watch?v=rQhLWHtHyiM
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https://www.youtube.com/watch?v=bYXhA8VG8Lw
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| 107 |
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https://www.youtube.com/watch?v=2Qno7H4BwAU
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| 108 |
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https://www.youtube.com/watch?v=a0AGwUACt7E
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| 109 |
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https://www.youtube.com/watch?v=qu9ImFMLYxw
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| 110 |
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https://www.youtube.com/watch?v=Qgr4dcsY-60
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| 111 |
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https://www.youtube.com/watch?v=HmnKbBmYii8
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| 112 |
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https://www.youtube.com/watch?v=MPfuSfiZ96A
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| 113 |
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https://www.youtube.com/watch?v=HqAfzcJurMM
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| 114 |
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https://www.youtube.com/watch?v=pcO-alfiyEo
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| 115 |
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https://www.youtube.com/watch?v=W86cTIoMv2U
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| 116 |
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https://www.youtube.com/watch?v=qK4G2KpmqFU
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| 117 |
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https://www.youtube.com/watch?v=Z7PlUGbsXlQ
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| 118 |
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https://www.youtube.com/watch?v=tGdL-34L-GE
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| 119 |
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https://www.youtube.com/watch?v=-ApL8d6tX5U
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| 120 |
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https://www.youtube.com/watch?v=s50vvwTystA
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| 121 |
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https://www.youtube.com/watch?v=43wqf_KhiUo
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https://www.youtube.com/watch?v=Z-rHofd6g2Q
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https://www.youtube.com/watch?v=lmlw4NNZBbw
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| 124 |
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https://www.youtube.com/watch?v=c0siCya457M
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| 125 |
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https://www.youtube.com/watch?v=nKtWkDNGNOw
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https://www.youtube.com/watch?v=y6ReUXtm_VE
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| 127 |
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https://www.youtube.com/watch?v=YlAefotZNAc
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https://www.youtube.com/watch?v=EJ_yarUrgVQ
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https://www.youtube.com/watch?v=tNQo2GTbP6s
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https://www.youtube.com/watch?v=ykJ7pyr87Qc
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https://www.youtube.com/watch?v=HdBsD5VspVM
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https://www.youtube.com/watch?v=4V6G0qYVoBg
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https://www.youtube.com/watch?v=uF3zNOthLAg
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https://www.youtube.com/watch?v=6Z_XNM_iT4g
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https://www.youtube.com/watch?v=fJ-hp5Jlbv0
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| 136 |
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https://www.youtube.com/watch?v=LlajSKnbcGk
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https://www.youtube.com/watch?v=dIPNQRVqJmY
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https://www.youtube.com/watch?v=of62s85uMMs
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| 139 |
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https://www.youtube.com/watch?v=80p80ynsZ78
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https://www.youtube.com/watch?v=lsfEHOtYGyk
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https://www.youtube.com/watch?v=BkiTScinYOQ
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https://www.youtube.com/watch?v=9dQXiqS56Y4
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https://www.youtube.com/watch?v=uJFbOrNrL3w
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https://www.youtube.com/watch?v=ByUONqA1IJY
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