This guide provides detailed instructions for targeting the Xilinx Vitis-AI 1.4 flow for Avnet Vitis 2021.1 platforms.
Linux, Python 3.8.5, ResNet18 at 20 FPS - Jetson Nano alternative for 7.9 USD?
Texas Instruments Deep Learning API and examples ported onto BeagleBone AI's default Debian distribution image and mjpg-streamer filters.
A Smart & Affordable Automatic Contactless Temperature Checkup and Mask Detection Kiosk using Facial Landmarking and Deep Learning.
A dress with Curie's pattern matching engine on Arduino101 to control the embedded LEDs, which makes constellations show up on the dress.
Building an inclination estimator system with Arduino Nicla Sense ME and Neuton TinyML
A TinyML based Medical device powered by Edge Impulse to predict Atrial fibrillation, AV Block 1 and Normal ECG with >90%.
Get started with TensorFlow object detection in your home automation projects using Home-Assistant.
Predict the possibility of arrhythmias on an 8- bit Microcontroller, without sending the corresponding sensor data to the cloud.
Collect nutrition facts by barcodes to distinguish healthy and unhealthy foods w/ a neural network model predicting Nutri-Score classes.
Redesigned approach with Implementation of Decision Tree for better parameter analysis with alert and control provided by 3rd party app.
This project walks through the build of an embedded Linux image for the Kria KV260 Vision AI starter kit using PetaLinux 2021.2
Help the hearing and speech impaired children learn and communicate normally by means of sign-language.
Jrobot Self Drive (episode 3 of Jrobot series) is a self-driving footpath traveler based on machine learning (Keras and TensorFlow Lite).
This project shows how you can bring the Wizarding of Harry Potter to reality with computer vision and machine learning!
GStreamer is a popular framework for implementing video pipelines in Linux. This project shows how to create a custom AI plugin.
Build a custom trash classifier using the Raspberry Pi and Lobe, a beginner-friendly machine learning program (without coding).
Via MKR GSM 1400, collate water quality data from resources over GPRS to train a Neuton model, run the model, and transmit results via SMS.
Spectrino - Arduino devices that can be implemented on a wide spectrum of touch-free tinyML based housing and society systems.
An autonomous robot concierge for human environments. With computer vision on a single Raspberry Pi! Built for a Hackathon 2025 in 24 Hours!
Xilinx just announced Kria™, their newest product portfolio. This project takes a sneak peek at the adaptive and production ready SOM.
Collates local weather data on Google Sheets and interprets it with a neural network model built w/ TensorFlow to predict rainfall intensity
Train a neural network model in 10 minutes, and use it on ESP32 with MicroPython to control a light switch. Everything done in browser.
Learning Image Classification on embedding devices (ESP32-CAM)
