Axis Robotics(@axisrobotics):We are now open-sourcing the AxisDataCleaning pipeline. Github repo: https://t.co/f04w86z8b1 Browser teleoperation is one of the most scalable paths for robot data generation. Raw human input, however, is not yet model-ready: ▪️ Idle pauses ▪️ Micro-jitters ▪️ Low & Variable frame rates Raw web data alone is not enough for reliable policy training. Here is how our backend turns noisy human demonstrations into usable trajectories for downstream policy training. 🧵👇

Axis Robotics

@axisrobotics

Scale Physical AI for the real world. Robot intelligence is not built by a few; it's built by all.

Joined November 2025

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Axis Robotics@axisrobotics

2026.05.08 13:58

We are now open-sourcing the AxisDataCleaning pipeline. Github repo: Browser teleoperation is one of the most scalable paths for robot data generation. Raw human input, however, is not yet model-ready: ▪️ Idle pauses ▪️ Micro-jitters ▪️ Low & Variable frame rates Raw web data alone is not enough for reliable policy training. Here is how our backend turns noisy human demonstrations into usable trajectories for downstream policy training. 🧵👇