on-device-ai

There are 2 repositories under on-device-ai topic.

mit-han-lab / proxylessnas
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
acceleration automl efficient-model hardware-aware on-device-ai specialization
Language:C++ 1415
chongzhou96 / EdgeSAM
Official PyTorch implementation of "EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM"
coreml on-device-ai segment-anything
Language:Jupyter Notebook 887
mit-han-lab / TinyChatEngine
TinyChatEngine: On-Device LLM Inference Library
arm c cpp cuda-programming deep-learning edge-computing large-language-models on-device-ai quantization x86-64
Language:C++ 671
mit-han-lab / amc
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
automl automl-for-compression model-compression channel-pruning efficient-model on-device-ai
Language:Python 423
ONE
Samsung / ONE
On-device Neural Engine
compiler neural-network on-device-ai optimization runtime
Language:C++ 420
Hugo-Dz / on-device-transcription
A ready-to-use, minimal app that converts any speech into text.
ai-transcription electronjs on-device-ai svelte sveltekit transcription
Language:JavaScript 327
gkonovalov / android-vad
Android Voice Activity Detection (VAD) library. Supports WebRTC VAD GMM, Silero VAD DNN, Yamnet VAD DNN models.
vad offline real-time audio-processing gmm webrtc android dnn on-device-ai silero-vad neural-networks speech-detection voice-detection silero deep-neural-networks onnx-models speech-recoginition voice-activity-detector voice-activity-detection yamnet
Language:C 233
aub.ai
BrutalCoding / aub.ai
AubAI brings you on-device gen-AI capabilities, including offline text generation and more, directly within your app.
android dart flutter gen-ai ios ipados linux llamacpp macos mistral-7b native-apps pubdev localllama nlp on-device-ai gemini on-device gemini-nano genai indiedev
Language:Dart 194
xliucs / MTTS-CAN
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
cardiovascular computer-vision deep-learning healthcare mobilehealth neurips neurips-2020 physiological-signals physiologicalsensing rppg mobile-computing on-device-ai on-device-ml ubiquitous-computing remote-physiological-measurement ppg
Language:Python 166
mit-han-lab / amc-models
[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
efficient-model on-device-ai automl model-compression
Language:Python 165
hollance / coreml-training
Source code for my blog post series "On-device training with Core ML"
coreml machine-learning ios edge-computing on-device-ai swift
Language:Jupyter Notebook 98
ubicomplab / rppg-web
This is a web demo for camera-based PPG sensing (rPPG).
computer-vision contactless deeplearning health-sensing healthcare healthcare-application mobilehealth on-device-ai on-device-ml physiological-computing remote-ppg rppg vital-signs vital-signs-detection remote-physiological-measurement ppg ppg-signal
Language:TypeScript 66
Picovoice / pico-cookbook
Recipes for on-device voice AI and local LLM
cookbook llm llm-inference local-llm on-device-ai recipes voice-ai voice-assistant
Language:Java 57
neuralize-ai / edgerunner
Simplified AI runtime integration for mobile app development
android coreml cplusplus cross-platform gpu inference ios mobile neural-network npu on-device-ai qnn tflite
Language:C++ 56
mit-han-lab / bnn-icestick
Binary Neural Network on IceStick FPGA.
low-power-vision fpga on-device-ai hardware-acceleration
Language:Jupyter Notebook 48
neuralize-ai / edgerunner-android
Kotlin bindings for Edgerunner
android inference mobile neural-network npu on-device-ai qnn tflite
Language:Kotlin 28
roboflow / inference-server-old
Object detection inference with Roboflow Train models on NVIDIA Jetson devices.
computer-vision inference machine-learning object-detection roboflow jetson nvidia-jetson jetson-nano jetson-xavier iot on-device-ai on-device-ml on-device-deep-learning realtime
Language:JavaScript 13
mytag
cryptoboid / mytag
A Google Photos alternative, where your pictures never leave your phone! Classification happens on-device, leveraging pre-trained models. Available for Android and iOS.
google-photos ai gallery tagging tag on-device-ai expo android ios photos classification
Language:JavaScript 11
jeho-lee / Awesome-On-Device-AI
edge-computing machine-learning mobile-systems on-device-ai resource-constrained-devices
7
megh1241 / blockset
BLOCKSET: Efficient out of core tree ensemble inference
gradient-boosting random-forest tree-ensemble efficient-inference aws-lambda on-device-ai out-of-core machine-learning memory-efficient
Language:C++ 6
Dcom-KHU / AEye-Android
2022 D.Com 동아리 대항전 Team "AEye" - Android Native App 개발을 위한 Repo.
android on-device-ai yolov5
Language:Kotlin 3
hav4ik / eyesight
A python framework for designing high-performance Computer Vision pipelines at the Edge. Supports Coral Edge TPU, Raspberry Pi Camera, and more.
on-device-ai edge-computing edgetpu computer-vision edge-ai raspberry-pi
Language:Python 3
luix / SponsorMe
SponsorMe is a project to help provide access to digital tools for learning, powered by on-device machine learning, innovation and willingness, to those people that have limited access to technology due to demographics, disabilities, economy or other multiple reasons.
androiddevchallenge android kotlin ml on-device-ai on-device-ml tensorflow learn-to-code sponsoring sponsorship learning
Language:Kotlin 2
ivelin / fall-detection
Python ML library for person fall detection. Intended for IoT deployments with on-device inference and on-device transfer learning.
fall-detection on-device-ml on-device-ai on-device-deep-learning transfer-learning tflite iot edge-detection edge-ml
Language:Jupyter Notebook 1
azzeddineCH / Firebase-MLkit-vision-demo-app
Firebase MLkit vision demo app
android firebase machine-learning computer-vision firebase-mlkit firebase-ml-vision realtime-text-detector realtime-face-identification on-device-ai
Language:Java 0
Mattjesc / DQE-QaQ-OD
Double Quantization Experiment: Quantizing a Quantized model for On-device Deployment
ai deep-learning ml on-device-ai qualcomm quantization
Language:Jupyter Notebook
nagababumo / -on-device-AI
cpu gpu image-segmentation npu on-device on-device-ai qualcomm quantization quantization-aware-training image-semantic-segmentation image-semantics
Language:Jupyter Notebook