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  2. outputs/demo/action_card/candidates.json +54 -0
  3. outputs/demo/action_card/candidates_cam_ranked.json +2372 -0
  4. outputs/demo/action_card/contact_sheet.png +3 -0
  5. outputs/demo/action_card/demo_vqa_magnitude.mp4 +3 -0
  6. outputs/demo/action_card/demo_vqa_magnitude_clip_only.mp4 +3 -0
  7. outputs/demo/action_card/demo_vqa_metrics.json +24 -0
  8. outputs/demo/action_card/eye_aligned.json +1532 -0
  9. outputs/demo/action_card/final/picked.json +26 -0
  10. outputs/demo/action_card/heroes.json +22 -0
  11. outputs/demo/action_card/poc_card_candidates.json +1850 -0
  12. outputs/demo/action_ours_win_clips.json +0 -0
  13. outputs/demo/drive_turn_demo/feats_frozen.npy +3 -0
  14. outputs/demo/drive_turn_demo/feats_ours.npy +3 -0
  15. outputs/demo/drive_turn_demo/kolkata_4turns_verify.png +3 -0
  16. outputs/demo/drive_turn_demo/labels.json +162 -0
  17. outputs/demo/drive_turn_demo/per_clip_predictions.json +202 -0
  18. outputs/demo/drive_turn_demo/probe_result.json +10 -0
  19. outputs/demo/drive_turns.jsonl +20 -0
  20. outputs/demo/turn_card/demo_vqa_metrics.json +17 -0
  21. outputs/demo/turn_card/heroes.json +14 -0
  22. outputs/demo/walkindia_drive_links.txt +136 -0
  23. outputs/demo/walkindia_drive_turns/contact_sheet.png +3 -0
  24. outputs/demo/walkindia_drive_turns/contact_sheet_random12.png +3 -0
  25. outputs/demo/walkindia_drive_turns/segments.json +2138 -0
  26. outputs/demo/walkindia_drive_turns/turn_labels.json +3481 -0
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outputs/demo/drive_turn_demo/per_clip_predictions.json ADDED
@@ -0,0 +1,202 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/000_usx1RGyFQCk_R_155s.mp4",
4
+ "video_id": "usx1RGyFQCk",
5
+ "t_mmss": "2:35",
6
+ "gt": "R",
7
+ "frozen_LINEAR": "R",
8
+ "ours_LINEAR": "R",
9
+ "frozen_MLP": "R",
10
+ "ours_MLP": "R"
11
+ },
12
+ {
13
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/001_usx1RGyFQCk_R_205s.mp4",
14
+ "video_id": "usx1RGyFQCk",
15
+ "t_mmss": "3:25",
16
+ "gt": "R",
17
+ "frozen_LINEAR": "R",
18
+ "ours_LINEAR": "R",
19
+ "frozen_MLP": "R",
20
+ "ours_MLP": "R"
21
+ },
22
+ {
23
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/002_usx1RGyFQCk_L_216s.mp4",
24
+ "video_id": "usx1RGyFQCk",
25
+ "t_mmss": "3:36",
26
+ "gt": "L",
27
+ "frozen_LINEAR": "L",
28
+ "ours_LINEAR": "L",
29
+ "frozen_MLP": "L",
30
+ "ours_MLP": "L"
31
+ },
32
+ {
33
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/003_usx1RGyFQCk_R_1564s.mp4",
34
+ "video_id": "usx1RGyFQCk",
35
+ "t_mmss": "26:04",
36
+ "gt": "R",
37
+ "frozen_LINEAR": "R",
38
+ "ours_LINEAR": "R",
39
+ "frozen_MLP": "R",
40
+ "ours_MLP": "R"
41
+ },
42
+ {
43
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/004_5vOTWGh5vdM_L_167s.mp4",
44
+ "video_id": "5vOTWGh5vdM",
45
+ "t_mmss": "2:47",
46
+ "gt": "L",
47
+ "frozen_LINEAR": "L",
48
+ "ours_LINEAR": "L",
49
+ "frozen_MLP": "L",
50
+ "ours_MLP": "L"
51
+ },
52
+ {
53
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/005_5vOTWGh5vdM_R_173s.mp4",
54
+ "video_id": "5vOTWGh5vdM",
55
+ "t_mmss": "2:53",
56
+ "gt": "R",
57
+ "frozen_LINEAR": "R",
58
+ "ours_LINEAR": "R",
59
+ "frozen_MLP": "R",
60
+ "ours_MLP": "R"
61
+ },
62
+ {
63
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/006_5vOTWGh5vdM_L_314s.mp4",
64
+ "video_id": "5vOTWGh5vdM",
65
+ "t_mmss": "5:14",
66
+ "gt": "L",
67
+ "frozen_LINEAR": "L",
68
+ "ours_LINEAR": "L",
69
+ "frozen_MLP": "L",
70
+ "ours_MLP": "L"
71
+ },
72
+ {
73
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/007_TOniBH8GtgU_R_408s.mp4",
74
+ "video_id": "TOniBH8GtgU",
75
+ "t_mmss": "6:48",
76
+ "gt": "R",
77
+ "frozen_LINEAR": "R",
78
+ "ours_LINEAR": "R",
79
+ "frozen_MLP": "R",
80
+ "ours_MLP": "R"
81
+ },
82
+ {
83
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/008_w7RacWBH-1Q_L_22s.mp4",
84
+ "video_id": "w7RacWBH-1Q",
85
+ "t_mmss": "0:22",
86
+ "gt": "L",
87
+ "frozen_LINEAR": "R",
88
+ "ours_LINEAR": "L",
89
+ "frozen_MLP": "R",
90
+ "ours_MLP": "L"
91
+ },
92
+ {
93
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/009_w7RacWBH-1Q_R_125s.mp4",
94
+ "video_id": "w7RacWBH-1Q",
95
+ "t_mmss": "2:05",
96
+ "gt": "R",
97
+ "frozen_LINEAR": "R",
98
+ "ours_LINEAR": "L",
99
+ "frozen_MLP": "R",
100
+ "ours_MLP": "L"
101
+ },
102
+ {
103
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/010_w7RacWBH-1Q_R_335s.mp4",
104
+ "video_id": "w7RacWBH-1Q",
105
+ "t_mmss": "5:35",
106
+ "gt": "R",
107
+ "frozen_LINEAR": "R",
108
+ "ours_LINEAR": "R",
109
+ "frozen_MLP": "R",
110
+ "ours_MLP": "R"
111
+ },
112
+ {
113
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/011_w7RacWBH-1Q_L_485s.mp4",
114
+ "video_id": "w7RacWBH-1Q",
115
+ "t_mmss": "8:05",
116
+ "gt": "L",
117
+ "frozen_LINEAR": "R",
118
+ "ours_LINEAR": "R",
119
+ "frozen_MLP": "R",
120
+ "ours_MLP": "R"
121
+ },
122
+ {
123
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/012_w7RacWBH-1Q_R_582s.mp4",
124
+ "video_id": "w7RacWBH-1Q",
125
+ "t_mmss": "9:42",
126
+ "gt": "R",
127
+ "frozen_LINEAR": "R",
128
+ "ours_LINEAR": "L",
129
+ "frozen_MLP": "R",
130
+ "ours_MLP": "L"
131
+ },
132
+ {
133
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/013_FMDGZeeNG9k_R_253s.mp4",
134
+ "video_id": "FMDGZeeNG9k",
135
+ "t_mmss": "4:13",
136
+ "gt": "R",
137
+ "frozen_LINEAR": "R",
138
+ "ours_LINEAR": "R",
139
+ "frozen_MLP": "R",
140
+ "ours_MLP": "R"
141
+ },
142
+ {
143
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/014_FMDGZeeNG9k_L_264s.mp4",
144
+ "video_id": "FMDGZeeNG9k",
145
+ "t_mmss": "4:24",
146
+ "gt": "L",
147
+ "frozen_LINEAR": "R",
148
+ "ours_LINEAR": "R",
149
+ "frozen_MLP": "R",
150
+ "ours_MLP": "R"
151
+ },
152
+ {
153
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/015_FMDGZeeNG9k_L_470s.mp4",
154
+ "video_id": "FMDGZeeNG9k",
155
+ "t_mmss": "7:50",
156
+ "gt": "L",
157
+ "frozen_LINEAR": "L",
158
+ "ours_LINEAR": "L",
159
+ "frozen_MLP": "L",
160
+ "ours_MLP": "L"
161
+ },
162
+ {
163
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/016_bKdHdePqiqo_L_3s.mp4",
164
+ "video_id": "bKdHdePqiqo",
165
+ "t_mmss": "0:03",
166
+ "gt": "L",
167
+ "frozen_LINEAR": "R",
168
+ "ours_LINEAR": "R",
169
+ "frozen_MLP": "L",
170
+ "ours_MLP": "R"
171
+ },
172
+ {
173
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/017_bKdHdePqiqo_L_37s.mp4",
174
+ "video_id": "bKdHdePqiqo",
175
+ "t_mmss": "0:37",
176
+ "gt": "L",
177
+ "frozen_LINEAR": "L",
178
+ "ours_LINEAR": "L",
179
+ "frozen_MLP": "L",
180
+ "ours_MLP": "L"
181
+ },
182
+ {
183
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/018_bKdHdePqiqo_L_110s.mp4",
184
+ "video_id": "bKdHdePqiqo",
185
+ "t_mmss": "1:50",
186
+ "gt": "L",
187
+ "frozen_LINEAR": "L",
188
+ "ours_LINEAR": "L",
189
+ "frozen_MLP": "L",
190
+ "ours_MLP": "R"
191
+ },
192
+ {
193
+ "clip": "outputs/demo/drive_turn_demo/turn_clips/019_bKdHdePqiqo_R_124s.mp4",
194
+ "video_id": "bKdHdePqiqo",
195
+ "t_mmss": "2:04",
196
+ "gt": "R",
197
+ "frozen_LINEAR": "R",
198
+ "ours_LINEAR": "R",
199
+ "frozen_MLP": "R",
200
+ "ours_MLP": "R"
201
+ }
202
+ ]
outputs/demo/drive_turn_demo/probe_result.json ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "LINEAR": {
3
+ "frozen": 0.8,
4
+ "ours": 0.75
5
+ },
6
+ "MLP": {
7
+ "frozen": 0.85,
8
+ "ours": 0.7
9
+ }
10
+ }
outputs/demo/drive_turns.jsonl ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"video_id": "usx1RGyFQCk", "url": "https://www.youtube.com/watch?v=usx1RGyFQCk", "city": "kolkata", "title": "4K Drive in Kolkata | East India's Tier-1 City", "t_mmss": "2:35", "t_sec": 155, "dur_s": 5, "dir": "R", "verified_by_claude": true, "visibility": "weak", "usable": true, "note": "stills read near-straight; user saw it in motion"}
2
+ {"video_id": "usx1RGyFQCk", "url": "https://www.youtube.com/watch?v=usx1RGyFQCk", "city": "kolkata", "title": "4K Drive in Kolkata | East India's Tier-1 City", "t_mmss": "3:25", "t_sec": 205, "dur_s": 5, "dir": "R", "verified_by_claude": true, "visibility": "moderate", "usable": true, "note": "curves right off a ramp"}
3
+ {"video_id": "usx1RGyFQCk", "url": "https://www.youtube.com/watch?v=usx1RGyFQCk", "city": "kolkata", "title": "4K Drive in Kolkata | East India's Tier-1 City", "t_mmss": "3:36", "t_sec": 216, "dur_s": 5, "dir": "L", "verified_by_claude": true, "visibility": "moderate", "usable": true, "note": "bends left past blue-red median"}
4
+ {"video_id": "usx1RGyFQCk", "url": "https://www.youtube.com/watch?v=usx1RGyFQCk", "city": "kolkata", "title": "4K Drive in Kolkata | East India's Tier-1 City", "t_mmss": "26:04", "t_sec": 1564, "dur_s": 10, "dir": "R", "verified_by_claude": true, "visibility": "clear", "usable": true, "note": "Tangra market street, whole scene pans"}
5
+ {"video_id": "5vOTWGh5vdM", "url": "https://www.youtube.com/watch?v=5vOTWGh5vdM", "city": "chennai", "title": "Chennai Quite Busy Road | Villivakkam - Padi Drive [4K]", "t_mmss": "2:47", "t_sec": 167, "dur_s": 5, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": "split from former compound spot"}
6
+ {"video_id": "5vOTWGh5vdM", "url": "https://www.youtube.com/watch?v=5vOTWGh5vdM", "city": "chennai", "title": "Chennai Quite Busy Road | Villivakkam - Padi Drive [4K]", "t_mmss": "2:53", "t_sec": 173, "dur_s": 3, "dir": "R", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": "split from former compound spot; 1s after the 2:47 window"}
7
+ {"video_id": "5vOTWGh5vdM", "url": "https://www.youtube.com/watch?v=5vOTWGh5vdM", "city": "chennai", "title": "Chennai Quite Busy Road | Villivakkam - Padi Drive [4K]", "t_mmss": "5:14", "t_sec": 314, "dur_s": 4, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
8
+ {"video_id": "TOniBH8GtgU", "url": "https://www.youtube.com/watch?v=TOniBH8GtgU", "city": "chennai", "title": "Chennai Diverted Route | Kodambakkam Drive [4K]", "t_mmss": "6:48", "t_sec": 408, "dur_s": 5, "dir": "R", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
9
+ {"video_id": "w7RacWBH-1Q", "url": "https://www.youtube.com/watch?v=w7RacWBH-1Q", "city": "chennai", "title": "Chennai Beautiful Morning Drive | RA Puram [4K]", "t_mmss": "0:22", "t_sec": 22, "dur_s": 5, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
10
+ {"video_id": "w7RacWBH-1Q", "url": "https://www.youtube.com/watch?v=w7RacWBH-1Q", "city": "chennai", "title": "Chennai Beautiful Morning Drive | RA Puram [4K]", "t_mmss": "2:05", "t_sec": 125, "dur_s": 5, "dir": "R", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
11
+ {"video_id": "w7RacWBH-1Q", "url": "https://www.youtube.com/watch?v=w7RacWBH-1Q", "city": "chennai", "title": "Chennai Beautiful Morning Drive | RA Puram [4K]", "t_mmss": "5:35", "t_sec": 335, "dur_s": 8, "dir": "R", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
12
+ {"video_id": "w7RacWBH-1Q", "url": "https://www.youtube.com/watch?v=w7RacWBH-1Q", "city": "chennai", "title": "Chennai Beautiful Morning Drive | RA Puram [4K]", "t_mmss": "8:05", "t_sec": 485, "dur_s": 9, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
13
+ {"video_id": "w7RacWBH-1Q", "url": "https://www.youtube.com/watch?v=w7RacWBH-1Q", "city": "chennai", "title": "Chennai Beautiful Morning Drive | RA Puram [4K]", "t_mmss": "9:42", "t_sec": 582, "dur_s": 6, "dir": "R", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
14
+ {"video_id": "FMDGZeeNG9k", "url": "https://www.youtube.com/watch?v=FMDGZeeNG9k", "city": "delhi", "title": "Night Drive in Noida 2025 - Exploring the Expressway in 4K UHD", "t_mmss": "4:13", "t_sec": 253, "dur_s": 8, "dir": "R", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": "night footage"}
15
+ {"video_id": "FMDGZeeNG9k", "url": "https://www.youtube.com/watch?v=FMDGZeeNG9k", "city": "delhi", "title": "Night Drive in Noida 2025 - Exploring the Expressway in 4K UHD", "t_mmss": "4:24", "t_sec": 264, "dur_s": 8, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": "night footage; 3s after the 4:13 window"}
16
+ {"video_id": "FMDGZeeNG9k", "url": "https://www.youtube.com/watch?v=FMDGZeeNG9k", "city": "delhi", "title": "Night Drive in Noida 2025 - Exploring the Expressway in 4K UHD", "t_mmss": "7:50", "t_sec": 470, "dur_s": 6, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": "night footage"}
17
+ {"video_id": "bKdHdePqiqo", "url": "https://www.youtube.com/watch?v=bKdHdePqiqo", "city": "delhi", "title": "4K Drive in New Delhi - Delhi to Gurgaon (Gurugram), India", "t_mmss": "0:03", "t_sec": 3, "dur_s": 8, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": "starts at t=3s, lead-in clipped at 0"}
18
+ {"video_id": "bKdHdePqiqo", "url": "https://www.youtube.com/watch?v=bKdHdePqiqo", "city": "delhi", "title": "4K Drive in New Delhi - Delhi to Gurgaon (Gurugram), India", "t_mmss": "0:37", "t_sec": 37, "dur_s": 8, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
19
+ {"video_id": "bKdHdePqiqo", "url": "https://www.youtube.com/watch?v=bKdHdePqiqo", "city": "delhi", "title": "4K Drive in New Delhi - Delhi to Gurgaon (Gurugram), India", "t_mmss": "1:50", "t_sec": 110, "dur_s": 6, "dir": "L", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
20
+ {"video_id": "bKdHdePqiqo", "url": "https://www.youtube.com/watch?v=bKdHdePqiqo", "city": "delhi", "title": "4K Drive in New Delhi - Delhi to Gurgaon (Gurugram), India", "t_mmss": "2:04", "t_sec": 124, "dur_s": 8, "dir": "R", "verified_by_claude": false, "visibility": "unverified", "usable": true, "note": ""}
outputs/demo/turn_card/demo_vqa_metrics.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "question": "Which way does the vehicle turn?",
3
+ "options": [
4
+ "Left",
5
+ "Right"
6
+ ],
7
+ "aggregate": null,
8
+ "clips": [
9
+ {
10
+ "file": "008_w7RacWBH-1Q_L_22s.mp4",
11
+ "video_id": "w7RacWBH-1Q",
12
+ "ground_truth": "L",
13
+ "frozen_answer": "R",
14
+ "ours_answer": "L"
15
+ }
16
+ ]
17
+ }
outputs/demo/turn_card/heroes.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "question": "turn_direction",
3
+ "heroes": [
4
+ {
5
+ "path": "outputs/demo/drive_turn_demo/turn_clips/008_w7RacWBH-1Q_L_22s.mp4",
6
+ "key": "w7RacWBH-1Q@0:22",
7
+ "video_id": "w7RacWBH-1Q",
8
+ "cls": "L",
9
+ "true": "L",
10
+ "ours": "L",
11
+ "frozen": "R"
12
+ }
13
+ ]
14
+ }
outputs/demo/walkindia_drive_links.txt ADDED
@@ -0,0 +1,136 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # WalkIndia DRIVE-tier source videos (IN-DOMAIN — the footage OURS was surgery-tuned on)
2
+ # Watch these, spot clean LEFT/RIGHT turns, note video-id + mm:ss. N = 122 videos
3
+
4
+ ## delhi (20)
5
+ https://www.youtube.com/watch?v=FMDGZeeNG9k Night Drive in Noida 2025 🇮🇳 - Exploring the Expressway in 4K UH
6
+ https://www.youtube.com/watch?v=39EbYRKXDoo Driving in New Delhi 2025 🇮🇳 - Capital City Tour in Stunning 4K
7
+ https://www.youtube.com/watch?v=OvUyLixX7SA Driving in Noida City 2025 🇮🇳 - The Future of Delhi NCR
8
+ https://www.youtube.com/watch?v=rX8dkRSzdvs 4K Drive in New Delhi - Capital of India
9
+ https://www.youtube.com/watch?v=VT143EZ_-eA 4K Drive in Noida - India's Modern and Smart City 🇮🇳
10
+ https://www.youtube.com/watch?v=WEO9QYnE7_g 4K Night Drive in New Delhi 2025 - Delhi Airport Road Terminal 3
11
+ https://www.youtube.com/watch?v=dx3kd42tQOE Driving in NEW DELHI 2025 🇮🇳 – Real Streets of India’s Capital (
12
+ https://www.youtube.com/watch?v=xwCVvSZU_i4 4K New Delhi Night Drive - India’s Capital 🇮🇳
13
+ https://www.youtube.com/watch?v=yMfgkU9YRms 4K Drive in New Delhi - Delhi to Noida, India 🇮🇳
14
+ https://www.youtube.com/watch?v=oJBJmgso2aU 4K HDR Drive in DLF Cyber City Gurgaon (Gurugram) | India
15
+ https://www.youtube.com/watch?v=emAS9JNsm8k Driving in New Delhi 2025 🇮🇳 - 4K Tour of India’s Capital City
16
+ https://www.youtube.com/watch?v=GF0jiddlmN0 Driving in NEW DELHI 2025 🇮🇳 – India’s Capital City in 4K UHD
17
+ https://www.youtube.com/watch?v=bKdHdePqiqo 4K Drive in New Delhi - Delhi to Gurgaon (Gurugram), India 🇮🇳
18
+ https://www.youtube.com/watch?v=whIq0Xu9cDU 4K Drive in Noida - India's Modern City 🇮🇳
19
+ https://www.youtube.com/watch?v=lAqjUH0_ymg 4K HDR Drive in Connaught Place | New Delhi, India
20
+ https://www.youtube.com/watch?v=-OJ4E3UA7hI New Delhi in 2025 - Capital of India 🇮🇳 4K Night Driving
21
+ https://www.youtube.com/watch?v=TZUsFIK8cOk New Delhi 2025 🇮🇳 – India’s Capital Looking Clean & Green! (4K D
22
+ https://www.youtube.com/watch?v=Pq0pui8xBFs 4K Drive in India - Noida to Delhi Road 🇮🇳
23
+ https://www.youtube.com/watch?v=Hc95nEq-u4U Driving in New Delhi 2025 🇮🇳 – India’s Capital in 4K UHD
24
+ https://www.youtube.com/watch?v=GNmkBx_mZDw 4K Drive in India - Gurgaon to Noida 🇮🇳
25
+
26
+ ## mumbai (20)
27
+ https://www.youtube.com/watch?v=dTxIyhunxbI Mumbai Drive | Colaba Causeway to Bandra | 4K HDR
28
+ https://www.youtube.com/watch?v=A4Wi2dpDUFY Golden Hour Mumbai Drive 4K | Bandra to South Mumbai via Sea Lin
29
+ https://www.youtube.com/watch?v=0tCU8Ysn_nM Morning Drive in Mumbai 4K | Nariman Point to Malabar Hill via N
30
+ https://www.youtube.com/watch?v=hQYo2AONlBs Malabar Hill to Lower Parel Drive | Napensea Road, Mumbai Centra
31
+ https://www.youtube.com/watch?v=XnD9FeKPREs Coastal Road Drive 4K | Marine Drive to Bandra Reclamation via S
32
+ https://www.youtube.com/watch?v=aFdYCJimw_M Mumbai Drive 4k - From Versova to Dadar
33
+ https://www.youtube.com/watch?v=sNTQBLHiVJc Bandra to Dharavi Drive in 4K | Real Streets of Mumbai 🇮🇳
34
+ https://www.youtube.com/watch?v=4w-gJPLrCtM 4K Drive - Pune to Navi Mumbai - Adventure Road Trip to Ikea - I
35
+ https://www.youtube.com/watch?v=_Wb1ASZ4rBA Driving Downtown - Mumbai 4K - Morning Drive
36
+ https://www.youtube.com/watch?v=DrVTZPFTCv0 Explore Mumbai: Driving On The Eastern Freeway From Byculla To V
37
+ https://www.youtube.com/watch?v=BGmoNLSJMGE South Mumbai 4K - Evening Drive - From Bandra–Worli Sea Link to
38
+ https://www.youtube.com/watch?v=ozOHKd6BxBQ Mumbai 4K - Night Drive
39
+ https://www.youtube.com/watch?v=JSH22SdMnFQ Driving busy Road of Mumbai - 4K Evening Driving Tour
40
+ https://www.youtube.com/watch?v=AECb7R804uA Mumbai Scenic Bus Tour through Iconic Landmarks and City Streets
41
+ https://www.youtube.com/watch?v=5RevDLnLvrA Mumbai Rush Hour Drive 4K | Marine Lines to Malabar Hill Club vi
42
+ https://www.youtube.com/watch?v=ovE1WrVtpfk South Mumbai Drive | Billionaire’s Row & Iconic Landmarks | 4K H
43
+ https://www.youtube.com/watch?v=GlsveccY0xY Bandra to Colaba Drive | Hill Road, Shivaji Park, Haji Ali, Chur
44
+ https://www.youtube.com/watch?v=rMMThxqOAt8 4K Drive in BKC | Mumbai's Main Business District | Bandra-Kurla
45
+ https://www.youtube.com/watch?v=NCnZ9EeZRF8 Nariman Point to Mira Road in 58 Minutes | Coastal Road → WEH |
46
+ https://www.youtube.com/watch?v=ArHgX2N8drQ Mumbai 4K - Driving Downtown - INDIA 4K HDR
47
+
48
+ ## hyderabad (18)
49
+ https://www.youtube.com/watch?v=hOP7vo72ErY Hyderabad Drive | Hitech City to Financial District via Kondapur
50
+ https://www.youtube.com/watch?v=dgN0x9ednWs Hyderabad City in India | 4K Drive Tour
51
+ https://www.youtube.com/watch?v=bGGDeCBSRjw Hyderabad Airport to Gachibowli | 4K Silent Drive | Dusting in S
52
+ https://www.youtube.com/watch?v=XUd0X939-8g 4K | Hyderabad Financial District Drive | Part 1 | IIIT Signal t
53
+ https://www.youtube.com/watch?v=VRGbT1zxPic Hitec City Hyderabad 2025 | Sattva Knowledge IT Park | Hi-Tech C
54
+ https://www.youtube.com/watch?v=t_yb1aqUkKs Gachibowli to Financial District Drive View | Hyderabad Road Dri
55
+ https://www.youtube.com/watch?v=UtuWJ6KaXHI Gachibowli Skylines Drive | Stunning Hyderabad City Views in 4K
56
+ https://www.youtube.com/watch?v=nwLziRaW5Mc 4K Drive from Hitec City to Jubilee Hills | Hyderabad City
57
+ https://www.youtube.com/watch?v=d4FyAkD7ZlY Hyderabad Road Trip | 4K | Hi Tech | Gachibowli | Kokapet | Nars
58
+ https://www.youtube.com/watch?v=NlBH2AcNv10 DRIVING IN THE RICHEST NEIGHBORHOODS OF HYDERABAD | BANJARA, JUB
59
+ https://www.youtube.com/watch?v=FhWVP0tRToc Banjara Hills Hyderabad - 4K | The Most Expensive Zip Code in In
60
+ https://www.youtube.com/watch?v=nmYcWZ_4ZO4 Hyderabad 2.0 | International city | New Bharat | India | Drivin
61
+ https://www.youtube.com/watch?v=qXDzm_kBYTs Kokapet, Gandipet | Hyderabad INDIA - 4K
62
+ https://www.youtube.com/watch?v=GnW9pF6AAKA [India 4K] Hyderabad city car drive tour || October 2025
63
+ https://www.youtube.com/watch?v=kEBg0pIcsjM HITECH City 4k Drive Tour | Hyderabad | Knowledge City | Mindspa
64
+ https://www.youtube.com/watch?v=j677nKl4aOk Hyderabad Night View Redefined | Ultra MODERN CITY INDIA | 2024
65
+ https://www.youtube.com/watch?v=AQMiq71sQCo HYDERABAD REIMAGINED | 4K | New BHARAT | INDIA | International c
66
+ https://www.youtube.com/watch?v=XaAfqW0TPbg Stunning Skyview Drive Through Hitech City | Hyderabad’s Modern
67
+
68
+ ## bangalore (20)
69
+ https://www.youtube.com/watch?v=qABnYGIilHE 【India Drive 4K】MG Road to Munnekollal, Bangalore – From Downtow
70
+ https://www.youtube.com/watch?v=iWF8CSKTzn0 Bangalore Drive | Bangalore Drive 4K | Bangalore orr metro updat
71
+ https://www.youtube.com/watch?v=IQDGp_qQ1OI 【India Drive 4K】Whitefield to MG Road, Bangalore – From Tech Hub
72
+ https://www.youtube.com/watch?v=6yLbS7Tq5uY Bengaluru City Drive - 4K | IT Capital of India
73
+ https://www.youtube.com/watch?v=3T7XZ1lE9Vo 【India Drive 4K】MG Road Bengaluru to Vapasandra | 2025
74
+ https://www.youtube.com/watch?v=PWTJe65Qw-k 4K Drive through Jayanagar | Bengaluru
75
+ https://www.youtube.com/watch?v=McJ-sa11O_8 Koramangala 4K drive | Bangalore City tour | Billionaire & Costl
76
+ https://www.youtube.com/watch?v=7W0bqXN2b1k Bengaluru City Drive - 4K | UB City - Vittal Mallya Rd | IT Capi
77
+ https://www.youtube.com/watch?v=QbRghK-FBwI Driving in Bangalore 4K | Bhanshakari to Chinnaswamy Stadium | K
78
+ https://www.youtube.com/watch?v=sSBvCVLcc0k Bangalore 4k Drive | Mahatma Gandhi Road | Brigade Road | Esteem
79
+ https://www.youtube.com/watch?v=nFOYLKyWx4w Driving in Bangalore 4K | NICE Ring Road | Esteem Service
80
+ https://www.youtube.com/watch?v=0dsDjXBthT0 Driving in Bangalore 4K | Jayanagar 4th Main Road | South End Ci
81
+ https://www.youtube.com/watch?v=f-52ntfv_Ns Driving in Bangalore 4K | BTM Layout | Uttarahalli Main Road | E
82
+ https://www.youtube.com/watch?v=vj0ZXrm0jYA Bangalore City 4K Drive | Electronic City Flyover | Silk Board t
83
+ https://www.youtube.com/watch?v=LD7bl1I2NgM Electronic City 4K Drive | Silicon Valley of India | Bangalore C
84
+ https://www.youtube.com/watch?v=FoDu_Bhak4E Driving in Bangalore 4K | Basavanagudi Area | Jayanagar | Esteem
85
+ https://www.youtube.com/watch?v=IVDTABXiR4c Bangalore 4k Drive | Mahatma Gandhi Road | Brigade Road | Esteem
86
+ https://www.youtube.com/watch?v=33LAzx2TQ3c Bangalore city | Bangalore city tour | 100 feet road | Esteem Se
87
+ https://www.youtube.com/watch?v=QFjB-ezXgOA 【India Drive 4K】MG Road to Bangalore Airport | Karnataka | 2024
88
+ https://www.youtube.com/watch?v=FlzchFfTruw Bangalore City Morning Drive [4K]
89
+
90
+ ## chennai (20)
91
+ https://www.youtube.com/watch?v=-Bl2EIufMNQ Chennai Narrow Drive | Downtown Drive [4K]
92
+ https://www.youtube.com/watch?v=WznlYZfcivA Chennai Downtown Drive | From Airport to City [4K]
93
+ https://www.youtube.com/watch?v=3GHeyVtcrEY Chennai New Development | Shenoy Nagar to Anna Nagar | City Driv
94
+ https://www.youtube.com/watch?v=g8NLulwoiLQ Chennai New T.Nagar Flyover | City Drive[4K]
95
+ https://www.youtube.com/watch?v=Khw8imf8af8 Chennai Tnagar steel bridge night drive|Kathipara to lyola colle
96
+ https://www.youtube.com/watch?v=iMqYy9vH_w0 Chennai city morning drive|Marina beach to mount road|#marinabea
97
+ https://www.youtube.com/watch?v=vUJ87vyv7MI Chennai Downtown Drive | Anna Salai Road [4K]
98
+ https://www.youtube.com/watch?v=qTv2Av5KtYc Chennai Morning Drive | Gemini Flyover [4K]
99
+ https://www.youtube.com/watch?v=TOniBH8GtgU Chennai Diverted Route | Kodambakkam Drive [4K]
100
+ https://www.youtube.com/watch?v=1uan36x3Rw4 Driving in City Traffic | Chennai City Center | 12.9KM Drive - 4
101
+ https://www.youtube.com/watch?v=JQdxw90XUjE Driving to Chennai Downtown | City Drive with Chill Lo-fi Versio
102
+ https://www.youtube.com/watch?v=l9Sb2UDft9Y Chennai OMR 4K video tour | Chennai Cinematic Video | Old Mahaba
103
+ https://www.youtube.com/watch?v=9AoxJtnDpgw Chennai City Holiday | Marina Road [4K]
104
+ https://www.youtube.com/watch?v=VeHqaGKoMAg Chennai Sunset Traffic Drive | Arumbakkam [4K]
105
+ https://www.youtube.com/watch?v=o7yMklSe0uE Chennai City Drive | Chetpet to Purasaiwakkam [4K]
106
+ https://www.youtube.com/watch?v=w7RacWBH-1Q Chennai Beautiful Morning Drive | RA Puram [4K]
107
+ https://www.youtube.com/watch?v=15P_-dTlpLY Chennai cloudy evening drive| Guindy to chromepet | GST road | 4
108
+ https://www.youtube.com/watch?v=uL36YVAnVis Chennai Tiniest Streets | India Driving Tour [4K]
109
+ https://www.youtube.com/watch?v=KjZXX27EcZM Chennai New Flyover | Around T.Nagar [4K]
110
+ https://www.youtube.com/watch?v=5vOTWGh5vdM Chennai Quite Busy Road | Villivakkam - Padi Drive [4K]
111
+
112
+ ## kolkata (24)
113
+ https://www.youtube.com/watch?v=usx1RGyFQCk 4K Drive in Kolkata | East India's Tier-1 City
114
+ https://www.youtube.com/watch?v=IyouoqVpaSU Kolkata Maa flyover downtown drive 4K | Afternoon drive through
115
+ https://www.youtube.com/watch?v=lZ5hy5nsUro "Driving Through Park Street, Kolkata - A Visual Journey" - Form
116
+ https://www.youtube.com/watch?v=oBN87fi4uiU India's Forgotten Capital: Peaceful Morning Drive Through Old Ca
117
+ https://www.youtube.com/watch?v=35X5gdmk0_M Driving in Kolkata | Morning Downtown Drive | Kolkata Skyline Dr
118
+ https://www.youtube.com/watch?v=MRA4xTN6-yw Kolkata Drive 4K | City's Most Spectacular Areas | (formerly Cal
119
+ https://www.youtube.com/watch?v=mKvA7DASMMg Salt Lake City Drive 🇮🇳 Is This India’s Most Planned City? (4K)
120
+ https://www.youtube.com/watch?v=NWI3E6CJTx4 4K DRIVE || NEWTOWN TO PARK CIRCUS || MAA FLYOVER
121
+ https://www.youtube.com/watch?v=ZF3fhO0cB_U Kolkata City 4K Drive | New Town Area- A Drive Through | Coffee
122
+ https://www.youtube.com/watch?v=6iG9PpV20_U 【India Drive 4K】Kolkata West Bengal 2023
123
+ https://www.youtube.com/watch?v=7pYJoXt9FA8 India Drive 4K | Howrah Bridge, West Bengal | Kolkata 4K Drive
124
+ https://www.youtube.com/watch?v=IMDpIVz28A0 Kolkata Maa flyover downtown drive 4K | Afternoon drive through
125
+ https://www.youtube.com/watch?v=knLWRB410Js 【India Drive 4K】Kolkata New Market to Baranagar｜2025
126
+ https://www.youtube.com/watch?v=jgs8p14cfm8 "Exploring Kolkata's Colonial Heritage" | Kolkata Drive 4k
127
+ https://www.youtube.com/watch?v=S5QCPt7hKFs Kolkata Maa flyover downtown drive 4K | Night drive through | PO
128
+ https://www.youtube.com/watch?v=w9IjRZxOQjQ Alipore To Bhawnipore via Belvedere Road - North East Bound Lane
129
+ https://www.youtube.com/watch?v=gkd1EdphyEI Garden Reach To Alipore via the Flyover (North East Bound Lane)
130
+ https://www.youtube.com/watch?v=P18_0Tf3pRg New Alipore To Alipore via Bailey Bridge Towards Alipore Zoo Upt
131
+ https://www.youtube.com/watch?v=aNIOX9UQu2k D.L. Khan Road (Bhowanipore) & Belvedere Road (Alipore) - South
132
+ https://www.youtube.com/watch?v=6LFujaHDaDs Tollygunge Towards Haridevpur Paschimputiary via M.G Road - Kolk
133
+ https://www.youtube.com/watch?v=jD-_RPSWozI Kalikapur To Tollygunge - Prince Anwar Shah Road (West Bound Lan
134
+ https://www.youtube.com/watch?v=aOg84GxDrSE Dhapa / Tangra Towards UpTo Kalikapur Crossing - E.M Bypass Sout
135
+ https://www.youtube.com/watch?v=Ma9xlfsIX5U Haridevpur (Paschim Putiary) Towards Jadavpur via Tollygunge - K
136
+ https://www.youtube.com/watch?v=nI1n1Dk6-YA [REUPLOAD] Kolkata : Sonarpur To Salt Lake Via E.M Bypass - Nort
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