TrainThemAI/POV-Egocentric-Video-Robotics-FHD-Samples

High-Fidelity Robotics Manipulation Samples (POV)

Producer: Trainthem AI
Location: Argentina
Hardware: Smartphone (Headstrap) / 60fps Resolution: FHD / 4K Samples

Dataset Summary

This dataset contains high-resolution sample footage of fine motor skills, fluid manipulation, and daily living tasks, designed for training VLA (Vision-Language-Action) models.

Samples Included in this Repo:

1. Fluid Manipulation:

   • making_orange_juice.mp4 (Squeezing, pouring, dynamic fluids)
   • preparing_mate_argentinian_drink.mp4 (Precision pouring of hot water, cultural task)

2. Complex Cooking:

   • preparing_salad.mp4 (Mixing ingredients, opening cans, fine motor skills)

3. Deformable Objects:

   • storing_kitchen_towels.mp4 (Folding and storing cloth/laundry)

4. Household Maintenance & Sorting:

   • organizing_cutlery_drawer.mp4 (Sorting cutlery, organizing chaotic drawer)
   • watering_plants.mp4 (General household maintenance, tool use)

Why this data is different

Unlike crowdsourced data, this footage is hardware-stabilized and captured by trained operators, minimizing motion blur and rolling shutter artifacts.

Ready to scale your data pipeline?

This repository is a sample of our production quality. We don't just sell static libraries; we act as a Continuous Data Partner for robotics teams.

Partner with Trainthem AI to build your custom dataset:

• Continuous Production: We can supply 150+ hours/week of fresh data (scalable).
• Custom Scenarios: You define the tasks (e.g., specific tools, kitchen layouts, lighting), and we film them.
• Managed Lab: All data is hardware-stabilized and QA-verified.

Start a Pilot Batch: diego.pousa@trainthemai.com Website: https://trainthemai.com/contact