TinyML & Edge AI: On-device inference, model quantization, embedded ML, ultra-low-power AI for microcontrollers and IoT devices.
☆53Nov 10, 2025Updated 8 months ago
Alternatives and similar repositories for awesome-tinyml
Users that are interested in awesome-tinyml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NCNN Framework: High-performance neural network inference for mobile, embedded, and edge AI deployment.☆17Nov 10, 2025Updated 8 months ago
- Vision Foundation Models: SAM, ViT, CLIP, DINOv2, object detection, segmentation, and multimodal AI for computer vision.☆24Nov 10, 2025Updated 8 months ago
- Privacy-first ear biometric segmentation - 99%+ accuracy with <2M parameters for edge authentication and GDPR compliance☆33Oct 27, 2025Updated 9 months ago
- Keypoint detection on custom dataset. We have 1 class - Glass and it have 4 keypoints. Ithis this tutorial we will train our yolov7 model…☆21Apr 29, 2023Updated 3 years ago
- ☆18Feb 20, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 双路视频拼接☆12Nov 13, 2022Updated 3 years ago
- ☆13May 7, 2023Updated 3 years ago
- ☆181Jun 21, 2026Updated last month
- OmniXRI TinyML 小學堂 2025 課程, Arm Cortex-M55, Ethos-U55, Himax WiseEye2 (HX6538, WE2), Seeed Xiao Grove Vision AI Module V2☆17Jun 4, 2025Updated last year
- Tensorrt codebase to inference in c++ for all major neural arch using onnx☆39Feb 8, 2025Updated last year
- DETIC module for use with Autodistill.☆13Dec 6, 2023Updated 2 years ago
- YOLOv8 classification/object detection/Instance segmentation/Pose model OpenVINO inference sample code☆16May 14, 2023Updated 3 years ago
- the ydlidar driver for arduino☆28Dec 20, 2019Updated 6 years ago
- Multi-camera calibration using 3 marker wand☆15Jan 22, 2026Updated 6 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Converts CLIP models to ONNX☆11Jan 17, 2023Updated 3 years ago
- Learning-Based Load-Aware Heterogeneous Vehicle Edge Computing☆38Feb 20, 2024Updated 2 years ago
- LDC: Lightweight Dense CNN for Edge DetectionのPythonでのONNX推論サンプル☆15May 6, 2023Updated 3 years ago
- CenterNet v1 implement by pytorch. There are detailed comments in the code for learning☆14Mar 13, 2023Updated 3 years ago
- In-depth tutorials and examples on LLM training and inference infrastructure, such as, Pytorch, Fairscale, Nvidia AI Modules (cuDNN, tens…☆22May 19, 2025Updated last year
- Turn a doc into plaintext which you can listen to using TTS☆21Feb 21, 2023Updated 3 years ago
- ☆27Jun 22, 2026Updated last month
- DETR tensor去除推理过程无用辅助头+fp16部署再次加速+解决转tensorrt 输出全为0问题的新方法。☆12Jan 9, 2024Updated 2 years ago
- ☆11Jun 17, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Jun 27, 2019Updated 7 years ago
- A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python With ONNX☆32Jun 18, 2024Updated 2 years ago
- ☆31Jul 12, 2021Updated 5 years ago
- 使用OpenCV部署图像描述Image_Captioning,包含C++和Python两个版本的程序☆12Dec 22, 2023Updated 2 years ago
- ☆14Feb 13, 2024Updated 2 years ago
- Example of onnx quantization☆11Feb 8, 2023Updated 3 years ago
- Official Pytorch Implementation of TinyNeXt☆15Oct 22, 2025Updated 9 months ago
- Python scripts performing Open Vocabulary Object Detection using the YOLO-World model in ONNX. And Export the ONNX model for AXera's NPU☆12Aug 11, 2025Updated 11 months ago
- Python Implementation for Performing Object Detection Using YOLOv9 with ONNX & ONNXRuntime☆53Feb 23, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Tool-native dataset generation skill for Codex, Claude Code, and Antigravity with SFT/DPO pipelines, verification, deduplication, and fle…☆18Updated this week
- JavaScript package for estimation of vital signs such as heart rate, HRV, and respiratory rate from face video.☆18Jul 6, 2026Updated 3 weeks ago
- Musical Gestures Toolbox for Matlab☆10Dec 21, 2020Updated 5 years ago
- Real-time AI video segmentation of USB camera and streaming over HTTP☆13Apr 23, 2025Updated last year
- ☆22May 19, 2026Updated 2 months ago
- Orgmode Library of Babel implementation of sclang support in code blocks☆13Jul 30, 2022Updated 3 years ago
- MeloTTS demo on Axera☆14Jul 1, 2026Updated 3 weeks ago