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System design for physical AI: restricted crop detection from orbit, on one 48 GB node inside the Kingdom

System design for physical AI: restricted crop detection from orbit, on one 48 GB node inside the Kingdom

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2 min read
System design for physical AI: a live digital twin of four US distribution centers, with safety vision that never leaves the building

System design for physical AI: a live digital twin of four US distribution centers, with safety vision that never leaves the building

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4 min read
Changing a Face Recognition Model Also Changes Your Threshold

Changing a Face Recognition Model Also Changes Your Threshold

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4 min read
BiSeNet or XSeg? Choosing the Right Face Mask for an Image Pipeline

BiSeNet or XSeg? Choosing the Right Face Mask for an Image Pipeline

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4 min read
Why your video search keeps returning the wrong scene

Why your video search keeps returning the wrong scene

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2 min read
Zero-Latency Motion Tracking with OpenCV

Zero-Latency Motion Tracking with OpenCV

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1 min read
EmbeddingGemma 2 in FiftyOne: Search Video by Text, Sound, or Your Webcam

EmbeddingGemma 2 in FiftyOne: Search Video by Text, Sound, or Your Webcam

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15 min read
How to Find Edited Copies of Images: Image Copy Detection with pHash, CLIP, and FiftyOne

How to Find Edited Copies of Images: Image Copy Detection with pHash, CLIP, and FiftyOne

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17 min read
You Can’t Watch 10,000 Episodes. Measure These Instead: Curation Metrics for LeRobot Datasets

You Can’t Watch 10,000 Episodes. Measure These Instead: Curation Metrics for LeRobot Datasets

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35 min read
Robots Can See. They Still Can't Feel: 8 Tactile LeRobot Datasets in FiftyOne

Robots Can See. They Still Can't Feel: 8 Tactile LeRobot Datasets in FiftyOne

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25 min read
Real vs. Synthetic LeRobot Datasets: 5 Sets and the Sim-to-Real Evidence

Real vs. Synthetic LeRobot Datasets: 5 Sets and the Sim-to-Real Evidence

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13 min read
5 Humanoid and Bimanual LeRobot Datasets, Compared by State and Action Space

5 Humanoid and Bimanual LeRobot Datasets, Compared by State and Action Space

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13 min read
50 Embodiments, 497 Episodes, One Indexed Dataset: Curating the LeRobot Community Dataset with FiftyOne

50 Embodiments, 497 Episodes, One Indexed Dataset: Curating the LeRobot Community Dataset with FiftyOne

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24 min read
Seven Downloads, One MCAP: Authoring a Full Aria Digital Twin Episode for FiftyOne

Seven Downloads, One MCAP: Authoring a Full Aria Digital Twin Episode for FiftyOne

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18 min read
From Franka Arms to Humanoids: 11 LeRobot v3.0 Datasets for VLA Training in 2026

From Franka Arms to Humanoids: 11 LeRobot v3.0 Datasets for VLA Training in 2026

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27 min read
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