We built a camera only robot vacuum for less than 300$ (Well almost)

Name: We built a camera only robot vacuum for less than 300$ (Well almost)
Availability: InStock
Author: indraneelpatil

by indraneelpatil·Apr 6, 2026·109 points·56 comments

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AI Analysis

●MidCozy

Behavior cloning vacuum log, but performance lags behind $200 commercial Roombas.

Strengths

•Honest post-mortem on ML failures like oscillation adds genuine educational value.
•Complete pipeline from teleoperation data collection to CNN training is fully documented.

Weaknesses

•Admits performance is currently worse than commercial $200 Roombas available today.
•Dependency on external laptop for compute limits autonomous range and practical utility.

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