Dream-Gen Findings — Video Gallery

Neuramate • cosmos-predict2 / GR1 inference experiments

Human Demo Inputs — LAPA source footage

Real factory recordings of a human performing the paper-into-feeder task from an ego-POV. Source material for the v2v_sdedit experiments (sessions 2–3).

ego_shaun.mp4
480 × 640 30 fps 888 frames • 29.97 s LAPA source

Original human-ego recording. Full-length demonstration of the cart→feeder paper-handling action at native capture rate. Source-of-truth for human-demo data.

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ego_shaun_16fps.mp4
480 × 640 16 fps 479 frames • 29.94 s LAPA source

Same content as ego_shaun.mov, downsampled to cosmos's native 16 fps. This is the file v2v_sdedit consumed in later sessions — feeding 30 fps caused silent truncation to ~93 source frames, dropping the back half of the action.

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GR1-Rendered Outputs — cosmos-predict2 inference

Distribution flag: cosmos-predict2 trains on 16:9 landscape (768 × 432). Only robot_ego_v2.mp4 matches that geometry. All other outputs were generated in 3:4 portrait (480 × 640), which is off-distribution.
robot_ego_v2.mp4
768 × 432 16 fps 93 frames • 5.81 s on-distribution

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. Likely sim-rendered. Format target for Phase 1 sim data.

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ego_fourier_prox_feeder_s42.mp4
480 × 640 16 fps • 93 frames off-distribution

video2world_gr00t output, seed 42, guidance 8, on fourier_prox_feeder.png (GR1 close-up near the press's angled feed deck). Session 5 "best in proximity" experiment. Result: pivot + slight angle but never placed.

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ego_fourier_worker_v2w_s42.mp4
480 × 640 16 fps • 93 frames off-distribution

video2world_gr00t output, seed 42, on fourier_worker.png (wide-shot: GR1, paper, press from a distance). Session 4 3-seed sweep. Result: GR1 pivots toward feeder, paper occludes deck during pivot, never lowers paper onto it.

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ego_fourier_over_place_s42.mp4
480 × 640 16 fps • 93 frames off-distribution

video2world_gr00t output, seed 42, on fourier_over.png (GR1 near press front cabinet, no visible feed deck). Session 5. Result: paper placed on the flat cabinet surface — wrong target — because the angled deck wasn't visible.

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