Spaces:
Runtime error
Runtime error
File size: 5,722 Bytes
2599c04 d631c6e 2599c04 d631c6e 2599c04 | 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 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 | EASY_TASK = {
"task_id": "task_easy",
"difficulty": "easy",
"description": (
"Classify clips with dominant quality evidence. "
"Return one label in {KEEP, BORDERLINE, REJECT} with brief metadata-grounded reasoning."
),
"data_corpus": [
{
"id": "easy_001",
"clip_id": "clip_0001",
"duration_s": 8.4,
"fps": 25,
"resolution": "1280x720",
"face_area_ratio": 0.43,
"face_confidence": 0.94,
"head_pose_yaw_deg": 6.2,
"head_pose_pitch_deg": 4.3,
"motion_score": 0.09,
"bg_complexity": "solid_dark",
"bg_complexity_score": 0.05,
"mouth_open_ratio": 0.36,
"blink_rate_hz": 0.22,
"audio_snr_db": 27.4,
"transcript_word_count": 28,
"transcript_confidence": 0.89,
"lighting_uniformity": 0.88,
"occlusion_present": False,
"environment_tag": "studio",
"framing": "front",
"expected_label": "KEEP",
"quality_cues": [
"high face_confidence and large face_area_ratio",
"low motion_score and clean audio_snr_db",
"uniform lighting with no occlusion",
],
"review_status": "pending",
},
{
"id": "easy_002",
"clip_id": "clip_0004",
"duration_s": 7.1,
"fps": 25,
"resolution": "1280x720",
"face_area_ratio": 0.38,
"face_confidence": 0.90,
"head_pose_yaw_deg": 7.8,
"head_pose_pitch_deg": 5.0,
"motion_score": 0.12,
"bg_complexity": "simple_room",
"bg_complexity_score": 0.09,
"mouth_open_ratio": 0.33,
"blink_rate_hz": 0.21,
"audio_snr_db": 24.1,
"transcript_word_count": 24,
"transcript_confidence": 0.86,
"lighting_uniformity": 0.80,
"occlusion_present": False,
"environment_tag": "office",
"framing": "front",
"expected_label": "KEEP",
"quality_cues": [
"face_confidence is high",
"motion_score is low",
"audio_snr_db is comfortably above keep threshold",
],
"review_status": "pending",
},
{
"id": "easy_003",
"clip_id": "clip_0007",
"duration_s": 8.0,
"fps": 25,
"resolution": "1280x720",
"face_area_ratio": 0.25,
"face_confidence": 0.80,
"head_pose_yaw_deg": 17.5,
"head_pose_pitch_deg": 8.2,
"motion_score": 0.26,
"bg_complexity": "simple_room",
"bg_complexity_score": 0.16,
"mouth_open_ratio": 0.25,
"blink_rate_hz": 0.29,
"audio_snr_db": 19.4,
"transcript_word_count": 19,
"transcript_confidence": 0.76,
"lighting_uniformity": 0.65,
"occlusion_present": False,
"environment_tag": "home_office",
"framing": "front",
"expected_label": "BORDERLINE",
"quality_cues": [
"face_area_ratio sits on the keep boundary",
"audio_snr_db and motion_score are borderline",
],
"review_status": "pending",
},
{
"id": "easy_004",
"clip_id": "clip_0014",
"duration_s": 3.4,
"fps": 25,
"resolution": "1280x720",
"face_area_ratio": 0.16,
"face_confidence": 0.56,
"head_pose_yaw_deg": 23.0,
"head_pose_pitch_deg": 11.2,
"motion_score": 0.54,
"bg_complexity": "busy_room",
"bg_complexity_score": 0.45,
"mouth_open_ratio": 0.15,
"blink_rate_hz": 0.38,
"audio_snr_db": 11.0,
"transcript_word_count": 8,
"transcript_confidence": 0.44,
"lighting_uniformity": 0.38,
"occlusion_present": True,
"environment_tag": "corridor",
"framing": "offgaze",
"expected_label": "REJECT",
"quality_cues": [
"occlusion_present is true",
"face_confidence is too low and motion_score is too high",
"audio_snr_db and lighting_uniformity are below reject thresholds",
],
"review_status": "pending",
},
{
"id": "easy_005",
"clip_id": "clip_0016",
"duration_s": 5.0,
"fps": 25,
"resolution": "1280x720",
"face_area_ratio": 0.18,
"face_confidence": 0.63,
"head_pose_yaw_deg": 25.5,
"head_pose_pitch_deg": 12.4,
"motion_score": 0.47,
"bg_complexity": "busy_indoor",
"bg_complexity_score": 0.42,
"mouth_open_ratio": 0.17,
"blink_rate_hz": 0.35,
"audio_snr_db": 13.1,
"transcript_word_count": 10,
"transcript_confidence": 0.51,
"lighting_uniformity": 0.42,
"occlusion_present": False,
"environment_tag": "street_interview",
"framing": "left",
"expected_label": "REJECT",
"quality_cues": [
"face_confidence is below keep range",
"motion_score is reject-level",
"audio_snr_db is noisy and lighting is poor",
],
"review_status": "pending",
},
],
}
|