The HuMoLs dataset consists of 101 videos capturing a single human subject in a motionless state. The dataset can used for motion detection in healthcare monitoring settings, or other experiments.
The dataset is designed to aid in detecting inactivity or loss of consciousness in various scenarios.
To preserve anonyminity, each volunteer's face has been deepfaked. Each frame may have a slightly different face. Special Thanks to Muhammad Ahmed Raza.
The dataset can be used freely, but you must cite:
OPPH: A Vision-Based Operator for Measuring Body Movements for Personal Healthcare. Longfei Chen, Subramanian Ramamoorthy, Robert B Fisher. Proc. ECCV workshop/ACVR, 2024.
| Video (.mp4) | Scenario | Gender | Pose | View | Download Link | Mask |
|---|---|---|---|---|---|---|
| 1 | home | M | lying | side | Download | |
| 2 | home | M | lying | side | Download | |
| 3 | outdoor | M | sitting | front | Download | |
| 4 | indoor | M | sitting | front | Download | |
| 5 | indoor | M | sitting | front | Download | |
| 6 | indoor | F | sitting | front | Download | |
| 7 | office | M | sitting | front | Download | |
| 8 | office | M | sitting | front | Download | |
| 9 | office | M | lying | front | Download | |
| 10 | home | M | sitting | front | Download | |
| 11 | home | M | sitting | front | Download | |
| 12 | outdoor | M | standing | side | Download | |
| 13 | office | M | sitting | side | Download | |
| 14 | home | F | sitting | front | Download | |
| 15 | home | F | sitting | front | Download | |
| 16 | office | M | sitting | front | Download | |
| 17 | office | M | sitting | front | Download | |
| 18 | office | M | sitting | front | Download | |
| 19 | indoor | M | sitting | front | Download | |
| 20 | indoor | M | sitting | front | Download | |
| 21 | lab | M | sitting | side | Download | |
| 22 | lab | F | lying | side | Download | |
| 23 | lab | M | sitting | front | Download | |
| 24 | lab | M | sitting | front | Download | |
| 25 | lab | M | sitting | front | Download | |
| 26 | home | F | sitting | front | Download | |
| 27 | home cat | M | lying | side | Download | |
| 28 | home cat | M | lying | side | Download | |
| 29 | home cat | M | lying | side | Download | |
| 30 | home cat | M | lying | side | Download | |
| 31 | home cat | M | lying | side | Download | |
| 32 | home cat | M | lying | side | Download | |
| 33 | home cat | M | lying | side | Download | |
| 34 | home cat | M | sitting | front | Download | |
| 35 | home cat | M | sitting | front | Download | |
| 36 | home cat | M | sitting | front | Download | |
| 37 | home cat | M | sitting | front | Download | |
| 38 | home cat | M | sitting | front | Download | |
| 39 | home cat | M | sitting | front | Download | |
| 40 | home cat | M | sitting | front | Download | |
| 41 | home tv good light | M | sitting | front | Download | |
| 42 | home tv good light | M | sitting | front | Download | |
| 43 | home tv good light | M | sitting | front | Download | |
| 44 | home tv dim light | M | sitting | front | Download | |
| 45 | home tv dim light | M | sitting | front | Download | |
| 46 | home tv dim light | M | sitting | front | Download | |
| 47 | home tv dark | M | sitting | front | Download | |
| 48 | home tv dark | M | sitting | front | Download | |
| 49 | home tv dark | M | sitting | front | Download | |
| 50 | home tv dark | M | sitting | front | Download | |
| 51 | home low light | M | sitting | top | Download | |
| 52 | home low light | M | sitting | top | Download | |
| 53 | home low light | M | sitting | top | Download | |
| 54 | home low light | M | sitting | top | Download | |
| 55 | home low light | M | sitting | top | Download | |
| 56 | home low light | M | sitting | top | Download | |
| 57 | home good light | M | lying | top | Download | |
| 58 | home good light | M | lying | top | Download | |
| 59 | home good light | M | lying | top | Download | |
| 60 | home good light | M | lying | top | Download | |
| 61 | home good light | M | standing | top | Download | |
| 62 | home low light | M | sitting | top | Download | |
| 63 | home low light | M | sitting | top | Download | |
| 64 | home low light | M | sitting | top | Download | |
| 65 | home | M | sitting | front | Download | |
| 66 | home | M | sitting | front | Download | |
| 67 | home | M | sitting | front | Download | |
| 68 | home | M | sitting | front | Download | |
| 69 | home | M | sitting | front | Download | |
| 70 | home | M | sitting | front | Download | |
| 71 | home | M | sitting | front | Download | |
| 72 | home | M | sitting | front | Download | |
| 73 | home | M | sitting | front | Download | |
| 74 | home | M | sitting | front | Download | |
| 75 | home | M | sitting | front | Download | |
| 76 | office | M | sitting | side | Download | |
| 77 | office | M | sitting | front | Download | |
| 78 | office | M | sitting | front | Download | |
| 79 | office | M | sitting | front | Download | |
| 80 | office | M | standing | front | Download | |
| 81 | office | M | standing | front | Download | |
| 82 | office | M | sitting | front | Download | |
| 83 | office | M | sitting | front | Download | |
| 84 | office | M | sitting | front | Download | |
| 85 | office | M | sitting | front | Download | |
| 86 | office | M | sitting | side | Download | |
| 87 | office | M | sitting | side | Download | |
| 88 | office | M | sitting | side | Download | |
| 89 | lab | M | sitting | front | Download | |
| 90 | lab | M | sitting | front | Download | |
| 91 | lab | M | sitting | front | Download | |
| 92 | lab | M | sitting | front | Download | |
| 93 | lab | M | sitting | front | Download | |
| 94 | lab | M | sitting | front | Download | |
| 95 | lab | M | sitting | front | Download | |
| 96 | lab | M | sitting | front | Download | |
| 97 | home | M | sitting | front | Download | |
| 98 | home | M | sitting | front | Download | |
| 99 | home | M | sitting | front | Download | |
| 100 | home | M | sitting | front | Download | |
| 101 | lab | M | sitting | side | Download | |
© 2024 Robert Fisher