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camstack-bench-v1/NOTICE.md
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# camstack-bench-v1 — attribution
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`camstack-bench-v1` is a benchmark asset built by CamStack from the works
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below. It is not stock footage. The people shown did not endorse CamStack.
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Each work was trimmed, scaled (and padded) to 1920×1080, converted to 15 fps,
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re-encoded to H.264 / H.265 and concatenated with the others. The licence of
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each part is the licence of its source; the composition is offered under
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CC BY 4.0.
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| Segment | Time (s) | Work | Author | Licence | Changes beyond the common ones |
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| --- | --- | --- | --- | --- | --- |
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| S1 faces | 0–14 | MEVA, camera school.G421, 2018-03-07 17:00, from 120 s | Kitware Inc. (IARPA DIVA programme) | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) | — |
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| S2 vehicles | 14–26 | MEVA, school.G339, 2018-03-07 17:00, from 30 s | Kitware Inc. | CC BY 4.0 | — |
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| S3 SUV | 26–34 | MEVA, bus.G340, 2018-03-07 17:00, from 85 s | Kitware Inc. | CC BY 4.0 | — |
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| S4 plate | 34–46 | MEVA, bus.G340, from 118 s | Kitware Inc. | CC BY 4.0 | A **fictional** plate "CS 123 AB", drawn by CamStack, overlaid on the car's empty plate recess; cropped to 1280×720 with a slow pan |
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| S5 parcel | 46–66 | [Don't Tempt a Thief with Unattended Parcels](https://commons.wikimedia.org/wiki/File:Don%27t_Tempt_a_Thief_with_Unattended_Parcels.ogv) | Vancouver Police Department | [CC BY 3.0](https://creativecommons.org/licenses/by/3.0/) | upscaled from 720p |
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| S6 bicycle | 66–76 | [pedestrian_area](https://commons.wikimedia.org/wiki/File:Video_Codec_Test_pedestrian_area_1080p25.y4m.webm) (Xiph derf collection) | Taurus Media Technik | CC0 | — |
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| S7 cats | 76–86 | [Кішки мечеті Шехзаде 08](https://commons.wikimedia.org/wiki/File:%D0%9A%D1%96%D1%88%D0%BA%D0%B8_%D0%BC%D0%B5%D1%87%D0%B5%D1%82%D1%96_%D0%A8%D0%B5%D1%85%D0%B7%D0%B0%D0%B4%D0%B5_08.webm) | Сарапулов | CC BY 4.0 | — |
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| S8 birds | 86–96 | [Busy Bird Feeder](https://commons.wikimedia.org/wiki/File:Busy_Bird_Feeder_(31524812531).webm) | Courtney Celley / USFWS | Public domain (US federal work) | — |
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| S9 thermal | 96–106 | MEVA, hospital.G476 (thermal IR), 2018-03-07 17:00, from 60 s | Kitware Inc. | CC BY 4.0 | upscaled from 352×240 |
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| S10 night | 106–114 | MEVA, bus.G506 (night NIR, empty), 2018-03-11 23:55, from 60 s | Kitware Inc. | CC BY 4.0 | — |
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MEVA: "MEVA dataset © Kitware Inc., IARPA DIVA programme, CC BY 4.0,
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https://mevadata.org" — cite Corona et al., *MEVA: A Large-Scale Multiview,
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Multimodal Video Dataset for Activity Detection*, WACV 2021.
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camstack-bench-v1/SHA256SUMS
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677eea6ccb5711dafe70ac7259aa152b8fad3e5704da1a8a8c66e6b1717f1434 camstack-bench-v1-h264-1080p.mp4
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fe17605d160c3cbcb4f5efe0fe03015dade3ae6ea4c28c547a9359bd5a191ded camstack-bench-v1-h265-1080p.mp4
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camstack-bench-v1/bench-manifest.json
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{
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"id": "camstack-bench-v1",
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"fps": 15,
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"width": 1920,
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"height": 1080,
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"note": "Expected content per segment, from the sources (not yet verified with a reference model run). guardSec around each cut is excluded from any scoring.",
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"guardSec": 0.5,
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"segments": [
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{ "id": "S1", "fromSec": 0, "toSec": 14, "lighting": "day", "expect": { "objects": ["person"], "faces": true, "steps": ["object-detection", "face-detection", "face-recognition", "clip-embedding"] } },
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{ "id": "S2", "fromSec": 14, "toSec": 26, "lighting": "day", "expect": { "objects": ["car", "truck", "bus", "person"], "steps": ["object-detection"] } },
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{ "id": "S3", "fromSec": 26, "toSec": 34, "lighting": "day", "expect": { "objects": ["car", "person"], "steps": ["object-detection"] } },
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{ "id": "S4", "fromSec": 34, "toSec": 46, "lighting": "day", "expect": { "objects": ["car"], "plates": [{ "text": "CS123AB", "maxEditDistance": 1 }], "steps": ["object-detection", "plate-detection", "plate-recognition"] } },
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{ "id": "S5", "fromSec": 46, "toSec": 66, "lighting": "day", "expect": { "objects": ["person"], "package": true, "faces": false, "steps": ["object-detection"] } },
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{ "id": "S6", "fromSec": 66, "toSec": 76, "lighting": "day", "expect": { "objects": ["person", "bicycle"], "faces": true, "steps": ["object-detection", "face-detection"] } },
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{ "id": "S7", "fromSec": 76, "toSec": 86, "lighting": "day", "expect": { "objects": ["cat"], "steps": ["object-detection", "animal-classifier"] } },
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{ "id": "S8", "fromSec": 86, "toSec": 96, "lighting": "day", "expect": { "objects": ["bird"], "steps": ["object-detection", "animal-classifier"] } },
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{ "id": "S9", "fromSec": 96, "toSec": 106, "lighting": "ir", "expect": { "objects": ["person", "car", "bus"], "steps": ["object-detection"] } },
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{ "id": "S10", "fromSec": 106, "toSec": 114, "lighting": "night", "expect": { "objects": [], "steps": [] } }
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]
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}
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camstack-bench-v1/camstack-bench-v1-h264-1080p.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:677eea6ccb5711dafe70ac7259aa152b8fad3e5704da1a8a8c66e6b1717f1434
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size 56238217
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camstack-bench-v1/camstack-bench-v1-h265-1080p.mp4
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe17605d160c3cbcb4f5efe0fe03015dade3ae6ea4c28c547a9359bd5a191ded
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size 31366827
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