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Robots Can See. They Still Can't Feel: 8 Tactile LeRobot Datasets in FiftyOne
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 29
Robots Can See. They Still Can't Feel: 8 Tactile LeRobot Datasets in FiftyOne
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lerobot
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robotics
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computervision
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python
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25 min read
You Can’t Watch 10,000 Episodes. Measure These Instead: Curation Metrics for LeRobot Datasets
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 29
You Can’t Watch 10,000 Episodes. Measure These Instead: Curation Metrics for LeRobot Datasets
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lerobot
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robotics
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computervision
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python
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35 min read
The Smoothest Episode in the Batch Was Also a Failure: Motion Smoothness vs. Task Success in RoboLab-EgoX Policy Rollouts
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
The Smoothest Episode in the Batch Was Also a Failure: Motion Smoothness vs. Task Success in RoboLab-EgoX Policy Rollouts
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robolabegox
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robotics
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computervision
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python
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14 min read
Seven Downloads, One MCAP: Authoring a Full Aria Digital Twin Episode for FiftyOne
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
Seven Downloads, One MCAP: Authoring a Full Aria Digital Twin Episode for FiftyOne
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robotics
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computervision
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python
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machinelearning
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18 min read
What Actually Breaks When You Author MCAP by Hand
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
What Actually Breaks When You Author MCAP by Hand
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mcap
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robotics
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computervision
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python
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10 min read
Your Photogrammetry Dataset Is Secretly a Robotics Log: Converting PIVOT to MCAP Episodes in FiftyOne
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
Your Photogrammetry Dataset Is Secretly a Robotics Log: Converting PIVOT to MCAP Episodes in FiftyOne
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robotics
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computervision
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python
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machinelearning
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13 min read
Smooth Isn't the Same as Correct: Triaging Robot Episode Quality with FiftyOne
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
Smooth Isn't the Same as Correct: Triaging Robot Episode Quality with FiftyOne
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episodequality
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robotics
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computervision
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machinelearning
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21 min read
10 Multimodal MCAP Datasets in 2026: SLAM Benchmarks, Sensor Fusion, and Ground-Truth Object Detection in FiftyOne
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
10 Multimodal MCAP Datasets in 2026: SLAM Benchmarks, Sensor Fusion, and Ground-Truth Object Detection in FiftyOne
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robotics
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computervision
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python
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machinelearning
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21 min read
Everyone Is Scoring Robot Data, Nobody Is Looking at It: Mapping the Robot Data Quality Stack
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
Everyone Is Scoring Robot Data, Nobody Is Looking at It: Mapping the Robot Data Quality Stack
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robotdataquality
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robotics
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computervision
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machinelearning
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12 min read
The Robot Grabbed the Wrong Block
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
The Robot Grabbed the Wrong Block
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syntheticdata
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robotics
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computervision
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machinelearning
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15 min read
Why Vision-Only Imitation Fails at Delicate Contact: Low-Cost Dexterous Teleoperation & Tactile Policies
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
Why Vision-Only Imitation Fails at Delicate Contact: Low-Cost Dexterous Teleoperation & Tactile Policies
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robotics
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machinelearning
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ai
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hardware
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5 min read
One Camera Isn’t Enough: 9 Robotics Datasets You Can Play on One Timeline
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 29
One Camera Isn’t Enough: 9 Robotics Datasets You Can Play on One Timeline
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eventcameras
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robotics
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computervision
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python
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12 min read
Your Robot Data Needs Custom Tools. Build Them as FiftyOne Plugins
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
Your Robot Data Needs Custom Tools. Build Them as FiftyOne Plugins
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fiftyoneplugins
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robotics
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computervision
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python
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16 min read
Real vs. Synthetic LeRobot Datasets: 5 Sets and the Sim-to-Real Evidence
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
Real vs. Synthetic LeRobot Datasets: 5 Sets and the Sim-to-Real Evidence
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lerobot
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robotics
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computervision
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machinelearning
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13 min read
5 Humanoid and Bimanual LeRobot Datasets, Compared by State and Action Space
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
5 Humanoid and Bimanual LeRobot Datasets, Compared by State and Action Space
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lerobot
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robotics
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computervision
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machinelearning
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13 min read
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