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№ 15Collecting now

Metal Fabrication and Welding

Steel, sparks and steady hands.

Job-shop fabricators, structural steel units and sheet metal shops.

Useful for

  • Predicting sparks, glare and metal under tools
  • Welding and fabrication robots
  • Perception under glare

Get free sample data

Task groups
6
Tasks
29
Hours
Ask for the count
Narration
—
Sample footage
Ready

On the job.

Pick a clip. Its whole recording sits below.

Footage

FV-B00476·561.0–569.0 s·Metalcamera file 1920×1080 · 59.94 fps· stabilised picture
Reviewer's reading: Crimps a small steel part with pliers

  • MetalFV-B00476 · 561.0–569.0 s

  • MetalFV-C00745 · 100.0–108.0 sproxy

  • MetalFV-B00419 · 578.0–586.0 sproxy

Camera file or proxy, as each HUD says. Tasks are a reviewer's reading.

Notes (3)
  • FV-B00476 · 561.0–569.0 s: camera file 1920×1080 · 59.94 fps; stabilised picture
  • FV-C00745 · 100.0–108.0 s: proxy 768×432 · 59.94 fps; stabilised picture
  • FV-B00419 · 578.0–586.0 s: proxy 768×432 · 59.94 fps; stabilised picture
FV-B00476whole recording726.0 s5 stills across the whole 726.0 s recording, at their file times. The loop above is 561.0 to 569.0 s of it.
  1. Metal Fabrication and Welding, first-person still: FV-B00476 at 108.9 s
  2. Metal Fabrication and Welding, first-person still: FV-B00476 at 232.3 s
  3. Metal Fabrication and Welding, first-person still: FV-B00476 at 355.7 s
  4. Metal Fabrication and Welding, first-person still: FV-B00476 at 479.2 s
  5. Metal Fabrication and Welding, first-person still: FV-B00476 at 602.6 s
  1. unlabelled, 561.0 to 569.0 s

Also on the wall.

More clips of this work play on the home page.

See them there
What they show
  1. Marks a steel piece with a marker; left hand holds itFV-B00419 · 539.5 sproxy
  2. Turns a small bolt, pinches parts, lifts the plate, places a pinFV-B00476 · 20.0 s
  3. Assembles a small latch part on the gateFV-B00476 · 80.1 sproxy
  4. Fits a sliding latch along a gate frameFV-B00704 · 335.7 sproxy
  5. Works a gate latch's slide with both handsFV-B00704 · 493.2 sproxy
  6. Clamping on a grilleFV-B01319 · 559.6 sproxy
  7. Locking pliers on a rod, then an electrode holder to the joint (no arc)FV-B01319 · 649.0 sproxy
  8. Holds an electrode holder and a rod outdoorsFV-B01743 · 326.1 sproxy
  9. Marks a steel bar, hands very close to the cameraFV-C00742 · 372.8 sproxy
  10. Chalk marking on steel barsFV-C00744 · 8.3 sproxy
  11. Bench work in a metal workshopFV-C00745 · 235.0 sproxy
  12. Grinds a steel bar end with an angle grinder; sparks lateFV-C01768 · 223.8 sproxy

Each line is a reviewer's reading, not a label.

Seen again asrobot hands (Fig. 3)robot video (Fig. 7)

Rated 1 to 5 from the shot list, not measured

Hand-object densityBimanual fine-motorTool varietyLighting variance

Conditions arc glare, sparks, dust

Pick your tasks.

Tick any to add it to your quote.

  1. 15.1
  2. 15.2
  3. 15.3
  4. 15.4
  5. 15.5
  6. 15.6

15.1 Layout and cutting

15.2 Forming

15.3 Welding

15.4 Fitting and assembly

15.5 Finishing

15.6 Shop operations

Data cardEgocentric video, from a head or chest camera.
Cameras
GoPro HERO10 Black, HERO12 Black
Picture
1920×1080 to 5312×2988, 29.97 to 59.94 fps
Motion data
IMU at a nominal 200 Hz on the video clock, where recorded; 197 to 201 Hz measured
Labels
Task codes 15.1.01 to 15.6.04, in order on the video clock; final labels only
Formats
Camera originals; also LeRobot v3, RLDS, HDF5 or MCAP
Licence
Per quotation, for machine-learning research and development Terms →

Four files per clip.

  • FV-B00023/
  • FV-B00023.MP4original camera file, telemetry intact
  • FV-B00023_imu.csvtimestamp_us, ax, ay, az, gx, gy, gz
  • FV-B00023_labels.jsonordered segments, codes 15.5.01 …
  • FV-B00023_meta.jsondevice, mount, site, collector, consent

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