# 10 — Video Gallery

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Reference index of the videos referenced throughout this findings document.

Two groups: the **human-demo inputs** (LAPA / source-video material) and the
**GR1-rendered outputs** (what cosmos-predict2 produced from various inference
configurations).

← [Back to README](../README.md) | [← 09 Next Session](09-next-session.md)

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## Factory LAPA videos

Real factory recordings of a human (Shaun) performing the paper-into-feeder
task from an ego-POV. These are the human-demo source material — used in our
v2v_sdedit experiments (sessions 2-3) as the motion source to be repainted as
GR1, and likely useful as source for retargeting / IDM if the project pursues
the human-demo training path (see
[05 Workflow → cross-embodiment shortcut](05-workflow.md#cross-embodiment-shortcut-human-videos--gr1-output-doesnt-work)).

### `ego_shaun.mp4`

 [Link to Video](https://neuramatedreamgen.pages.dev/assets/ego_shaun.mp4) | [Download](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_shaun.mp4) 

- **Resolution**: 480 × 640 (3:4 portrait)
- **FPS**: 30
- **Duration**: 29.97 s (888 frames)
- **Description**: Original human-ego recording. Full-length demonstration of
  the cart→feeder paper-handling action at native capture rate. Source-of-truth
  for the human-demo data.

### `ego_shaun_16fps.mp4`

[Link to Video](https://neuramatedreamgen.pages.dev/assets/ego_shaun_16fps.mp4) | [Download](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_shaun_16fps.mp4) 

- **Resolution**: 480 × 640 (3:4 portrait)
- **FPS**: **16** (resampled from 30)
- **Duration**: 29.94 s (479 frames)
- **Description**: Same content as `ego_shaun.mp4`, downsampled to cosmos's
  native 16 fps so the frame timing matches the model's expected input cadence.
  This is the file v2v_sdedit consumed in the later sessions — feeding 30 fps
  in caused the model to silently truncate to ~93 source frames, dropping the
  back ~half of the action.

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## Factory Robot videos

GR1-rendered outputs from various experiments. Use these as visual reference
when reading the experiment log and findings.

### `robot_ego_v2.mp4`

[Link to Video](https://neuramatedreamgen.pages.dev/assets/robot_ego_v2.mp4) | [Download](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/robot_ego_v2.mp4) 

- **Resolution**: **768 × 432 (16:9 landscape)** ← matches cosmos training distribution
- **FPS**: 16
- **Duration**: 5.81 s (93 frames)
- **Description**: A GR1 ego-POV clip in cosmos's native training spec
  (16:9 landscape, 432 H × 768 W, 93 frames at 16 fps). The **only** video on
  disk that already matches the on-distribution geometry from
  [02 Findings §7](02-findings.md#7-training-distribution-is-169-landscape-at-432768-wed-been-running-34-portrait).
  Likely sim-rendered. If sim infrastructure already produces clips in this
  format, that materially de-risks Phase 1 of the
  [recommended path forward](06-path-forward.md#phase-1--sim-data-collection-days-no-gpu-cost-beyond-local-sim).

### `ego_fourier_prox_feeder_s42.mp4`

[Link to Video](https://neuramatedreamgen.pages.dev/assets/ego_fourier_prox_feeder_s42.mp4) | [Download](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_fourier_prox_feeder_s42.mp4) 

- **FPS**: 16
- **Duration**: 5.81 s (93 frames)
- **Description**: `video2world_gr00t` output, seed 42, guidance 8, on
  `fourier_prox_feeder.png` (close-up of GR1 holding paper near the press's
  angled feed deck). The "best in proximity" experiment from session 5 —
  the GR1 was already positioned at the feeder. Result: pivot + slight angle
  but never placed. See
  [01 Experiments §5](01-experiments.md#5-video2world_gr00tpy-with-fourier_prox_feederpng-session-5).

### `ego_fourier_worker_v2w_s42.mp4`

[Link to Video](https://neuramatedreamgen.pages.dev/assets/ego_fourier_worker_v2w_s42.mp4) | [Download](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_fourier_worker_v2w_s42.mp4) 

- **Resolution**: 480 × 640 (3:4 portrait — off-distribution)
- **FPS**: 16
- **Duration**: 5.81 s (93 frames)
- **Description**: `video2world_gr00t` output, seed 42, on `fourier_worker.png`
  (wide-shot showing GR1, paper, and the press from a distance). From the
  3-seed sweep in session 4. Result: GR1 pivots toward the feeder, paper
  occludes the feeder during the pivot, model approaches but never lowers
  paper onto it. See
  [01 Experiments §3](01-experiments.md#3-video2world_gr00tpy-seed-sweep-with-fourier_workerpng-session-4).

### `ego_fourier_over_place_s42.mp4`

[Link to Video](https://neuramatedreamgen.pages.dev/assets/ego_fourier_over_place_s42.mp4) | [Download](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_fourier_over_place_s42.mp4) 

- **Resolution**: 480 × 640 (3:4 portrait — off-distribution)
- **FPS**: 16
- **Duration**: 5.81 s (93 frames)
- **Description**: `video2world_gr00t` output, seed 42, on `fourier_over.png`
  (closer-proximity image of GR1 near the press's front cabinet, no visible
  feeder deck). From session 5. Result: paper placed on the flat cabinet
  surface — the wrong target — because the actual angled feed deck wasn't
  visible from this POV. See
  [01 Experiments §4](01-experiments.md#4-video2world_gr00tpy-with-fourier_overpng-session-5).

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## At-a-glance comparison
| File | Group | Res | FPS | Frames | Distribution | Notes |
|---|---|---|---|---|---|---|
| [ego_shaun.mp4](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_shaun.mp4) | LAPA | 480×640 | 30 | 888 | n/a (source) | 30 s human demo, native fps |
| [ego_shaun_16fps.mp4](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_shaun_16fps.mp4) | LAPA | 480×640 | 16 | 479 | n/a (source) | 30 s human demo, fps-matched to cosmos |
| [robot_ego_v2.mp4](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/robot_ego_v2.mp4) | Robot | **768×432** | 16 | 93 | **on-distribution** | Only on-distribution video on disk |
| [ego_fourier_prox_feeder_s42.mp4](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_fourier_prox_feeder_s42.mp4) | Robot | 480×640 | 16 | 93 | off-distribution | session 5 GR1 output |
| [ego_fourier_worker_v2w_s42.mp4](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_fourier_worker_v2w_s42.mp4) | Robot | 480×640 | 16 | 93 | off-distribution | session 4 GR1 output |
| [ego_fourier_over_place_s42.mp4](https://github.com/Neuramate/NeuramateDreamgen/releases/download/v0/ego_fourier_over_place_s42.mp4) | Robot | 480×640 | 16 | 93 | off-distribution | session 5 GR1 output |

The distribution column flags the aspect-ratio mismatch documented in
[02 Findings §7](02-findings.md#7-training-distribution-is-169-landscape-at-432768-wed-been-running-34-portrait).
`robot_ego_v2.mp4` is the format target for Phase 1 sim data; everything else
in this gallery is either input source (LAPA) or off-distribution legacy
output (Robot, 3:4).

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