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How Lens Distortion Bites a Vision Model
How Lens Distortion Bites a Vision Model

How lens distortion changes geometry for vision AI, from field of view and edge pixels to calibration, module assembly, compute cost and approved substitutions.

View More > 2026.07.10
Depth From a Time of Flight Sensor for Vision AI
Depth From a Time of Flight Sensor for Vision AI

How a ToF sensor adds depth to vision AI by controlling emitter timing, optics, field of view, reflectance, ambient light, calibration and board layout.

View More > 2026.07.10
What Infrared Lighting Does for Night Vision AI
What Infrared Lighting Does for Night Vision AI

Night vision AI is not created by the model alone. The model receives whatever the sensor, lens, filter and lighting system put into the frame. In a dark scene, infrared illumination can turn an empty …

View More > 2026.07.10
How Rolling Shutter Smears a Fast Moving Object for a Vision Model
How Rolling Shutter Smears a Fast Moving Object for a Vision Model

Rolling shutter is a timing behavior that becomes visible when the scene moves during the readout of a frame. The sensor does not capture every row at the same instant. It starts at one side of the arr…

View More > 2026.07.10
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GRM31CR61H106KA12L Murata MLCC: Applications, Selection and Buying Notes
GRM31CR61H106KA12L Murata MLCC: Applications, Selection and Buying Notes

GRM31CR61H106KA12L Murata MLCC guide for 10uF 50V X5R 1206 use, obsolete-status review, alternatives and sourcing checks.

GRM31CR61E476ME44L Murata MLCC: Applications, Selection and Buying Notes
GRM31CR61E476ME44L Murata MLCC: Applications, Selection and Buying Notes

GRM31CR61E476ME44L Murata MLCC guide for 47uF 25V X5R 1206 decoupling, alternatives and sourcing confirmation.

GRM32ER71H106KA12L Murata MLCC: Applications, Selection and Buying Notes
GRM32ER71H106KA12L Murata MLCC: Applications, Selection and Buying Notes

GRM32ER71H106KA12L Murata MLCC guide covering applications, selection, alternatives and sourcing checks for 10 uF, 50V, X7R, +/-10%, 1210 MLCC.

GRT155C81E105KE13D Murata MLCC: Applications, Selection and Buying Notes
GRT155C81E105KE13D Murata MLCC: Applications, Selection and Buying Notes

GRT155C81E105KE13D Murata MLCC guide covering applications, selection, alternatives and sourcing checks for 1 uF, 25V, X6S, +/-10%, 0402 automotive MLCC.

GRM155C81E105KE11D Murata MLCC: Applications, Selection and Buying Notes
GRM155C81E105KE11D Murata MLCC: Applications, Selection and Buying Notes

GRM155C81E105KE11D Murata MLCC guide covering applications, selection, alternatives and sourcing checks for 1 uF, 25V, X6S, +/-10%, 0402 MLCC.

GRM155C80J106ME11D Murata MLCC: Applications, Selection and Buying Notes
GRM155C80J106ME11D Murata MLCC: Applications, Selection and Buying Notes

GRM155C80J106ME11D Murata MLCC guide covering applications, selection, alternatives and sourcing checks for 10 uF, 6.3V, X6S, +/-20%, 0402 MLCC.

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