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Origin Data Lab · Technical Field Note #17

ODL Head-Mounted Camera View Direction

GitHub Hugging Face Kaggle Technical Note

English technical note | Korean technical note


ODL head-mounted camera view direction

Per-second camera pitch, roll and head-turn rate (8,738 s of real produce-portioning work), own-body share for 256 sampled frames, and hand position labels for 96 frames.

Limits / licence

One rig, one worker, one morning. Hand labels are AI visual labels (not human re-checked). Licence: Creative Commons Attribution 4.0 International (CC BY 4.0) for derived data and figures; MIT for code. No images or personal data.

About Origin Data Lab

Origin Data Lab (origindatalab.io, OriginDataLab Co., Ltd.) is a real-world data collection company based in Yangyang, Gangwon State, South Korea. We plan and run egocentric, stereo+IMU and field video capture for physical AI and robotics teams, with documented QA such as the measurements in this dataset. Not affiliated with "Origin Lab" (game data) or "OriginLab" (Origin/OriginPro software).

Visual evidence

Figures are taken from the released technical-note package. Interpret with the original methods and limitations.

Figure 1

Scatter of own-body share rising with camera pitch, and a histogram of hand height peaking at 60 to 65 percent of image height

Left: share of the frame covered by the wearer's jacket against camera pitch (256 frames). Right: vertical hand position in 83 frames with a visible hand.

Figure 2

Three workroom frames at 16, 60 and 72 degrees below horizontal with the wearer's jacket tinted orange, covering more of the lower image as the camera tips down

Examples at three angles; the wearer's own jacket is tinted. Dashed line: image centre row.

Figure 3

Three frames of corridors and a doorway with a red line marking the horizon predicted from the accelerometer, lying on the vanishing point of each scene

Red: horizon predicted from the accelerometer only. Green dashed: optical-centre row. No other people are visible in these frames.

Figure 4

Histogram of camera pitch peaking at 55 to 60 degrees below horizontal, and a time series rising from about 20 degrees at 9:50 to about 60 degrees from 10:30 onward

Left: optical-axis angle below horizontal for every second. Right: median and middle half per 5 minutes over the morning.


Explore Origin Data Lab

GitHub Hugging Face Kaggle Technical Note

Official Website | Technical Field Notes | English Note | Korean Note

GitHub | Hugging Face | Kaggle Dataset | Kaggle Notebook

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