Cheap and convenient Computer Vision (Machine Learning). For RV1106/RV1103 (LuckFox Max Pro, etc.)

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Cheap and convenient Computer Vision (Machine Learning). For RV1106/RV1103 (LuckFox Max Pro, etc.)
Cheap and convenient Computer Vision (Machine Learning). For RV1106/RV1103 (LuckFox Max Pro, etc.)
00:00:00 – Intro
00:00:58 – Quick spoiler
00:02:02 – How to install the system (Ubuntu, Buildroot)
00:04:29 – Ubuntu vs Buildroot. Python vs C. Overview
00:05:21 – Cross-compilation (how to set up). How to build and run RKNN example.
00:06:57 – Inference. Int16? Int8!
00:08:09 – Yolov5 inference (yolov5s, yolov5n, etc.). Speed. Problems and solutions. 128 vs 256!
00:11:20 – Resent alternatives
00:12:20 – Energy consumption

My LinkedIn – https://www.linkedin.com/in/maltsevanton
My Telegram channel – https://t.me/CVML_team

e-mail: [email protected]

Good video about the platform – https://www.youtube.com/watch?vhaBYPPX3W2Q

Take the opportunity to connect and share this video with your friends and family if you find it useful.

Keywords: RV1106, RV1103, LuckFox, Luckfox Pico, LuckFox Pico Max Pro, neural networks, inference on the edge, detection, yolov5, classification, yolov8

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