{"repo":"Seeed-Studio/ModelAssistant","free":true,"listed":false,"github":"https://github.com/Seeed-Studio/ModelAssistant","clone":"git clone https://github.com/Seeed-Studio/ModelAssistant.git","description":"Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥","language":"Python","stars":444,"topics":["ncnn","onnx","openmmlab","pytorch","tflite","arduino","deep-learning","esp32","jetson","raspberry-pi"],"license":null,"category":"machine-learning","readme_excerpt":"SenseCraft Model Assistant by Seeed Studio Documentation Installation Colab Model Zoo Deploy - 简体中文 Introduction S eeed S ense C raft M odel A ssistant is an open-source project focused on providing state-of-the-art AI algorithms for embedded devices. It is designed to help developers and makers to easily deploy various AI models on low-cost hardwares, such as microcontrollers and single-board computers (SBCs). Real-world deploy examples on MCUs with less than 0.3 Watts power consumption. 🤝 User-friendly SSCMA provides a user-friendly platform that allows users to easily perform training on collected data, and to better understand the performance of algorithms through visualizations generated during the training process. 🔋 Models with low computing power and high performance SSCMA focuses on end-side AI algorithm research, and the algorithm models can be deployed on microprocessors, similar to ESP32, some Arduino development boards, and even in embedded SBCs such as Raspberry Pi. 🗂️ Supports multiple formats for model export TensorFlow Lite is mainly used in microcontrollers, while ONNX is mainly used in devices with Embedded Linux. There are some special formats such as TensorRT, OpenVINO which are already well supported by OpenMMLab. SSCMA has added TFLite model export for microcontrollers, which can be directly converted to TensorRT, UF2 format and drag-and-drop into the device for deployment. Features We have optimized excellent algorithms from OpenMMLab for real-world","default_branch":null,"files":null,"tree":[],"storefront":"/r/Seeed-Studio","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Seeed-Studio/ModelAssistant/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}