Today we explore the impressive performance of Kendryte K210 and MicroPython in image segmentation and recognition tasks. The K210 delivers impressive speeds, hitting around 10 fps (without a attached display) and 2-3 fps with a display on the MNIST digit recognition task, running from a smaller tha ...

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Previously, I implemented handwritten digit classification using CircuitPython and an SVC classifier. While this approach was innovative, it had its limitations, including low accuracy and an inability to handle larger images. Recently, I experienced limited success porting some deep neural networks ...

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When considering tooling for TinyML on microcontrollers, you might initially think that CircuitPython isn’t the best tool for the job. After all, it is interpreted and significantly slower than compiling something written in C++ using TFLite micro. While I acknowledge the capabilities of TFLite mic ...

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Imagine packing the intelligence of a neural network into a device smaller than your palm - how tiny can we go? It turns out, pretty small! With the right techniques, we can run some serious AI on a modest board like the Raspberry Pi Pico. In this article I discuss how we can create a single word s ...

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For a long time, I’ve been fascinated by radio and wireless communication. It’s thrilling to receive messages from faraway lands and listen to them on the radio. Summer of 2003During my Electronics Engineering studies, I began to understand how radio communication works. I wondered if I could ...

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Have you ever delved into the enchanting world of Karakuri? It’s not just about crafting paper toys; it’s about infusing life into them! Recently, we stumbled upon a gem called “Karakuri Workshop - Making Paper Toys That Move,” a book that unveils the secrets of this traditional Japanese art. K ...

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In an era where content creation is king, I have created a new tool open source to revolutionize the way videos are made. Meet EmojiVidGen - the innovative software that allows users to effortlessly transform text scripts into captivating videos. Whether you’re a seasoned content creator or a novice ...

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Video showing AI generated anime characters on the tiny photo frame. Download Code for this project Say hello to the Gen AI powered tiny photo frame, your desk’s new best friend! A sleek, compact frame that randomly displays unique images tailored to your interests. Whether you’re an anime af ...

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The rapid development of artificial intelligence (AI), particularly in the realm of vision, has paved the way for revolutionary advancements in creating immersive experiences. When combined with augmented reality (AR) and virtual reality (VR) technologies, this amalgamation presents vast opportuniti ...

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Llamafile is a standalone binary that can be effortlessly downloaded and executed to initiate a robust local Large Language Model (LLM) instance. Compatible with all major operating systems, it excels not only in text processing but also enables users to upload images and pose questions about them. ...

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