Projects in Awesome Lists tagged with embedded-ai
A curated list of projects in awesome lists tagged with embedded-ai .
https://github.com/AI-performance/embedded-ai.bench
benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.
android arm arm-neon artificial-intelligence benchmark deep-learning-framework deep-learning-inference embedded-ai inference ios mnn ncnn tensorflow-lite tnn
Last synced: 13 Feb 2026
https://github.com/qdrant/qdrant-edge-demo
POC visual search with smart glasses and Qdrant Edge.
ai-memory ai-memory-system edge edge-ai embedded-ai vector-database vector-search
Last synced: 28 Jan 2026
https://github.com/arimanyus/hentaivid
Culturally-compliant video storage. Embeds searchable text chunks into pixelated media for lightning-fast semantic search. Zero-database, maximum compliance.
embedded-ai knowledge-base knowledge-graph llm machine-learning nlp offline-first-memory opencv python retrieval-augmented-generation semantic-search video-processing
Last synced: 29 Apr 2026
https://github.com/afondiel/edge-ai-model-zoo
A list of production-ready models for resource-constrained devices.
ai-acceleration aiot edge-ai edge-ai-models edge-computing edge-devices edge-impulse edge-model-zoo embedded-ai executorch iot litert mcus on-device-models openvino optimized-models qualcomm ready-to-deploy-models research-to-production-models tensorrt
Last synced: 07 Feb 2026
https://github.com/afondiel/Edge-AI-Model-Zoo
A list of production-ready models for resource-constrained devices.
ai-acceleration aiot edge-ai edge-ai-models edge-computing edge-devices edge-impulse edge-model-zoo embedded-ai executorch iot litert mcus on-device-models openvino optimized-models qualcomm ready-to-deploy-models research-to-production-models tensorrt
Last synced: 21 Aug 2025
https://github.com/tvanfossen/entropic
Local-first agentic inference engine in C/C++. Multi-tier model routing, grammar-constrained output, MCP tool servers. Embeddable via C ABI.
agentic-ai agentic-framework cpp cpp20 cuda edge-ai embedded-ai gbnf gguf grammar-constrained-decoding inference-engine llama-cpp llm local-llm mcp on-device-ai privacy-first tool-calling
Last synced: 30 May 2026
https://github.com/facex-engine/facex
Face verification in the browser. 74 KB WebAssembly. No server, no cloud, no dependencies. Also runs native at 3ms on CPU.
avx-512 avx2 biometrics c99 computer-vision cpu-inference deep-learning edge-ai embedded-ai face-embedding face-recognition face-verification low-latency onnx-runtime production-ready simd zero-dependencies
Last synced: 01 May 2026
https://github.com/nikitakartsevv/hailo8-ai-dermatologist
The first known real-time AI Dermatology system successfully deployed on a Hailo-8L Edge AI accelerator — a pioneering on-device implementation built entirely from scratch on Raspberry Pi 5.
computer-vision dermatology edge-ai embedded embedded-ai embedded-systems gui hailo8l python python3 raspberry-pi smart-mirror tkinter
Last synced: 17 May 2026
https://github.com/becauseofai/nvidia-xavier
Explore NVIDIA Jetson AGX Xavier.
artificial-intelligence caffe deep-learning deepstream embedded-ai image-processing inference jetpack machine-learning nvidia nvidia-jetson nvidia-xavier robotics self-driving tensorflow tensorrt video-analysis
Last synced: 11 Apr 2026
https://github.com/umitkacar/sam2-edge-cpp
Real-time SAM2 segmentation on edge devices - 40x faster C++ inference with ONNX Runtime for iOS/Android deployment
android-edge arm-optimization computer-vision cpp-inference edge-ai edge-deployment edgetam embedded-ai ios-deployment lightweight-ai mobile-segmentation npu-acceleration on-device-inference onnx-runtime picosam prompt-segmentation real-time-segmentation sam2 tensorrt zero-shot-segmentation
Last synced: 14 Jul 2026
https://github.com/afondiel/fundamentals-of-qualcomm-ai
Fundamentals of Qualcomm AI: A crash course
edge-ai embedded-ai on-device-ai qualcomm
Last synced: 07 Feb 2026
https://github.com/embedded-vision-ai/autoseatadjust-embeddedai
AutoSeatAdjust is an embedded AI project that uses real-time camera-based eye detection to automatically adjust the driver’s seat. It trains an XGBoost regression model on a dataset of eye coordinates mapped to seat positions, enabling the system to predict seat distance and height adjustments for optimal comfort and safety.
ai automotive computervision driver-assistance edge-ai embedded-ai embedded-systems eye-detection gpu-acceleration machine-learning opencv python real-time regression seat-adjustment xgboost
Last synced: 03 May 2026
https://github.com/afondiel/edge-audio
An open and practical guide to Edge Audio.
ai-efficiency computer-audition edge-ai edge-audio edge-computing edge-devices edge-intelligence efficient-ai embedded-ai embedded-audio frugal-ai green-ai greener-ai
Last synced: 03 Feb 2026
https://github.com/omercsbn/clkernel
Revolutionary x86 Operating System Kernel with AI Supervision, Hot-Swappable Modules, and Actor-Based Shell
actor-model ai-supervision assembly bootloader c embedded-ai hot-swappable-modules hybrid-kernel kernel microkernel nasm operating-system qemu sandboxing system-programming x86
Last synced: 16 May 2026
https://github.com/afondiel/intro-to-on-device-ai-qualcomm
A comprehensive set of notes and resources for a crash course on deploying AI models on edge devices, provided by DeepLearningAI and taught by Krishna Sridhar from Qualcomm.
edge-ai edge-computing edge-ml edge-vision embedded-ai embedded-ml lightweight-models on-device-ai on-device-deep-learning on-device-ml qualcomm smol-models
Last synced: 28 Mar 2025
https://github.com/afondiel/edge-ai-engineering
An open and practical guide to Edge AI Engineering.
ai-accelerators ai-chips computer-vision edge-ai-edge-vision edge-ai-engineering edge-ai-models edge-computing edge-devices embedded-ai embedded-systems embedded-vision
Last synced: 30 Jan 2026
https://github.com/imosudi/resilient-edge-ai-fusion
Failure-aware edge AI perception system using Vision–LiDAR fusion on Raspberry Pi 5 and Hailo-8L for resilient real-time object detection under degraded sensing conditions.
aiot computer-vision edge-ai edge-computing embedded-ai failure-aware-ai hailo iot lidar multimodal-ai object-detection raspberry-pi real-time-inference resilient-ai sensor-fusion yolov8
Last synced: 25 Jun 2026
https://github.com/afondiel/edge-vision
Practical Edge Vision Handbook.
computer-vision edge-ai edge-computer-vision edge-computing edge-devices edge-vision embedded-ai embedded-vision real-world-applications
Last synced: 27 Feb 2026
https://github.com/afondiel/edge-ai-courses
A curated collection of Edge AI courses for everyone
edge-ai edge-ai-courses edge-ai-engineering embedded-ai frugal-ai
Last synced: 15 Feb 2026
https://github.com/afondiel/mit-6.5940-notes-labs
Notes and Labs from MIT 6.5940, (Fall 2023) lecture.
edge-ai efficient-ai efficient-computing efficient-ml embedded-ai tinyml
Last synced: 27 Apr 2026
https://github.com/afondiel/Intro-to-On-Device-AI-Qualcomm
A comprehensive set of notes and resources for a crash course on deploying AI models on edge devices, provided by DeepLearningAI and taught by Krishna Sridhar from Qualcomm.
edge-ai edge-computing edge-ml edge-vision embedded-ai embedded-ml lightweight-models on-device-ai on-device-deep-learning on-device-ml qualcomm smol-models
Last synced: 04 Aug 2025
https://github.com/diesimo-ai/edge-vision
Practical Edge AI Vision Deployment Handbook.
computer-vision edge-ai edge-computer-vision edge-computing edge-devices edge-vision embedded-ai embedded-vision real-world-applications
Last synced: 08 Jul 2026
https://github.com/mufarmem/edge-ai-engineering
A comprehensive guide to Edge AI Engineering, focusing on core concepts, practical techniques, and best practices.
ai-engineer aiengineering edge-devices embedded-ai hackathon-project html iot javascript machine-learning material-ui praveen-kumar-github praveenkumar-developer praveenkumar-linkedin tflite
Last synced: 17 Jun 2025