I've achieved over 10x performance improvement (with full YOLOv3) in Python on a Raspberry Pi 3B+. It now analyzes sending security images on 24/7 motion detection (the CNN forward pass for full YOLOv3 is 548ms, add some CPU overhead to handle bounding boxes, etc.). I ordered a second one for a similar task on Pi 4.
๐ฆ Smraza Raspberry Pi 4 Model B Case with Fan, Acrylic Enclosure, 4 Coolers, 5V 3A USB-C Power Adapter, USB Card Reader, 6ft Micro HDMI Cable, and 7.8in Micro HDMI to HDMI Adapter Cable for 4K Ultra HD
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Complete Kuman Raspberry Pi 4B 3B+ Kit: Breadboard, Expansion Board, Jumper Cables, Ribbon Cable, Resistance Pack
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ZOTAC ZBOX-CI325NANO-U Series Nano Fan-Less Mini PC Intel N3160 Quad-Core CPU Silent Performance Barebone System SSD & RAM Not Included, No OS
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๐ UCTRONICS GPIO Breakout Kit for Raspberry Pi Pico - Assembled Pi T-Type Breakout + 830 Tie Points Solderless Breadboard + 40 Pin Male-Female-Male Rainbow Ribbon Cable + 65pcs Premium Jump Wires
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36-Pack Black Rubber PC CPU/Case Fan Screws/Rivets Set for Computer
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๐ง Premium Repair Replacement Screws & Tools for MacBook Pro Retina 15"/13" - Complete Bottom Case Set
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Glarks 660 Pieces Phillips Assortment Motherboard
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M.2 Screw Kit: Easy Mounting for NVMe SSDs on ASUS Motherboards
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