tinyml-papers-and-projects. This is a list of interesting papers and projects about TinyML.
1ksynthetic_data_with_nvidia_replicator_and_edge_impulse. The Unreasonable Effectiveness of Synthetic Data
16gesture-recognition-with-mmwave-radar-iwr6843. Python
14indaba-workshop-vlm-edge-devices. Jupyter Notebook
6Learning-TensorFlow. A guidebook to building deep learning systems by Tom Hope, Yehezkel S. Resheff and Itay Lieder
5gesture-recognition-with-mmwave-radar-tinyml. Jupyter Notebook
5person-detection-with-esp32. Deploying Person Detection on ESP32 on ESP32 3.5" TFT Touch(Capacitive) board using TFLite. The dataset is from the Visual Wake Words Challenge 2019.
4function-calling-for-sensors-at-the-edge. Jupyter Notebook
3image_classification_with_openmv_camera. The repo contains codebase of image classification using H7 Plus Openmv camera.
3Esp32-tflite-fashMNIST. The repository contains basic image classification on ESP32 3.5" TFT Touch(Capacitive) board using TFLite.
3nvflare-on-jetson. Python
3tiny-fsdl. Jupyter Notebook
2GUI-Graphical-User-Interface-with-LovyanGFX-using-Esp32-. This repository contains codebase on GUI Graphical User Interface with LovyanGFX using Esp32 TFT 3'5 with camera.
2Inventory_Manager_GUI_with_Python. The repo contains the codebase of an Inventory Management System using PyQt.
2Computer-Vision-with-Python-3. Computer Vision with Python 3 by Saurabh Kapur.
2fomo-project. Experimenting with Edge Impulse object detection algorithm FOMO, on different boards.
2liquid-ai-competition-smart-guage-system. Python
1airbnb-amenity-detection. Implementation of Airbnb's Amenity Detection
1Building-End-to-End-Learning-for-Self-Driving-Cars. Builiding End to End Learning for Self-Driving Cars on a Nvidia Jetson TX2 using Tensorflow and ROS.
1gemma3n-car-damage-competition. Jupyter Notebook
1stm32ai-tao. Nvidia TAO (Train, Adapt, Optimize) with STM32Cube.AI Developer Cloud
1making-embedded-systems. CMake
1deploy-tflite-object-detection-model-on-raspberrypi-with-pyqt. Python
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