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System design for physical AI: restricted crop detection from orbit, on one 48 GB node inside the Kingdom
Umar Bilal
Umar Bilal
Umar Bilal
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Oct 17
System design for physical AI: restricted crop detection from orbit, on one 48 GB node inside the Kingdom
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ai
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architecture
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computervision
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remotesensing
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2 min read
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System design for physical AI: a live digital twin of four US distribution centers, with safety vision that never leaves the building
Umar Bilal
Umar Bilal
Umar Bilal
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Oct 30
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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ai
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architecture
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computervision
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machinelearning
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4 min read
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Changing a Face Recognition Model Also Changes Your Threshold
Yakhyokhuja Valikhujaev
Yakhyokhuja Valikhujaev
Yakhyokhuja Valikhujaev
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Oct 16
Changing a Face Recognition Model Also Changes Your Threshold
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python
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machinelearning
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computervision
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ai
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4 min read
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BiSeNet or XSeg? Choosing the Right Face Mask for an Image Pipeline
Yakhyokhuja Valikhujaev
Yakhyokhuja Valikhujaev
Yakhyokhuja Valikhujaev
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Oct 16
BiSeNet or XSeg? Choosing the Right Face Mask for an Image Pipeline
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python
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machinelearning
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computervision
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ai
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4 min read
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Why your video search keeps returning the wrong scene
Ethan Steininger
Ethan Steininger
Ethan Steininger
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Mixpeek
Oct 15
Why your video search keeps returning the wrong scene
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computervision
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video
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search
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machinelearning
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2 min read
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Zero-Latency Motion Tracking with OpenCV
Tamesh Bhave
Tamesh Bhave
Tamesh Bhave
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Oct 16
Zero-Latency Motion Tracking with OpenCV
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python
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computervision
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edgecomputing
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opencv
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1 min read
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EmbeddingGemma 2 in FiftyOne: Search Video by Text, Sound, or Your Webcam
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 29
EmbeddingGemma 2 in FiftyOne: Search Video by Text, Sound, or Your Webcam
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embeddinggemma2
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computervision
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python
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machinelearning
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15 min read
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How to Find Edited Copies of Images: Image Copy Detection with pHash, CLIP, and FiftyOne
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 29
How to Find Edited Copies of Images: Image Copy Detection with pHash, CLIP, and FiftyOne
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imagecopydetection
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computervision
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python
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machinelearning
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17 min read
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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
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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
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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
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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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50 Embodiments, 497 Episodes, One Indexed Dataset: Curating the LeRobot Community Dataset with FiftyOne
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
50 Embodiments, 497 Episodes, One Indexed Dataset: Curating the LeRobot Community Dataset with 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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24 min read
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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
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From Franka Arms to Humanoids: 11 LeRobot v3.0 Datasets for VLA Training in 2026
Harpreet Sahota
Harpreet Sahota
Harpreet Sahota
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Oct 28
From Franka Arms to Humanoids: 11 LeRobot v3.0 Datasets for VLA Training in 2026
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lerobotv30
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robotics
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computervision
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machinelearning
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27 min read
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