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GitHub topics: on-device-ml

shubham0204/Android-Document-QA

A custom RAG pipeline for multi-document QA from PDF/DOCX documents, in Android

Language: Kotlin - Size: 95 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 107 - Forks: 12

shubham0204/Sentence-Embeddings-Android

Embeddings from sentence-transformers in Android! Supports all-MiniLM-L6-V2, bge-small-en, snowflake-arctic, model2vec models and more

Language: Kotlin - Size: 42 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 43 - Forks: 5

ubicomplab/rppg-web

This is a web demo for camera-based PPG sensing (rPPG).

Language: TypeScript - Size: 103 MB - Last synced at: about 2 hours ago - Pushed at: about 4 years ago - Stars: 75 - Forks: 14

Abhiek187/MiniBrainAge

An Android app where users draw a number and machine learning does the rest

Language: Kotlin - Size: 9.55 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

NexaAI/nexa-sdk

Nexa SDK is a comprehensive toolkit for supporting GGML and ONNX models. It supports text generation, image generation, vision-language models (VLM), Audio Language Model, auto-speech-recognition (ASR), and text-to-speech (TTS) capabilities.

Language: Python - Size: 195 MB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 4,483 - Forks: 625

shubham0204/Depth-Anything-Android

An Android app running inference on Depth-Anything and Depth-Anything-V2

Language: Kotlin - Size: 629 KB - Last synced at: 14 days ago - Pushed at: 10 months ago - Stars: 45 - Forks: 4

hissain/AndroidSemanticSearch

A minimalistic Android app showcasing semantic search using ObjectBox and Lucene KNN, leveraging the MiniLM-L6-V2 embedding model and bert_vocab.txt for efficient retrieval.

Language: Java - Size: 78.2 MB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

sayakpaul/Adventures-in-TensorFlow-Lite

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

Language: Jupyter Notebook - Size: 49.1 MB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 172 - Forks: 35

denissimon/distributed-model-training

Approach to implementing distributed training of an ML model: server/device training for iOS.

Language: Swift - Size: 688 KB - Last synced at: 22 days ago - Pushed at: 5 months ago - Stars: 8 - Forks: 3

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.

Language: Jupyter Notebook - Size: 30.6 MB - Last synced at: 25 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

theterminalguy/on-device-llm-demo

On-Device LLM demo with Google's MediaPipe

Language: JavaScript - Size: 6.84 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

izakariyya/sim-virtual-fed-dnn

*Resource Efficient Federated Deep Learning for IoT Security Monitoring

Language: Python - Size: 23.4 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

xliucs/MTTS-CAN

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)

Language: Python - Size: 17.6 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 152 - Forks: 46

HFabi/dnnmobile

This repository is meant to be a playground for mobile deep learning.

Language: Jupyter Notebook - Size: 131 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

kyomangold/AI-GestureControl

Control your computer using hand gestures with AI, using Google's MediaPipe and OAK-D Lite camera.

Language: Python - Size: 97.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

andreapisa9/bayesian-elm-search

As described in "Towards Full On-Tiny-Device Learning: Guided Search for a Randomly Initialized Neural Network"

Language: Python - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

irvingvjuarez/rockedia-paper-pipe

Rock-Paper-Scissors game, using On-Device MachineLearning.

Language: TypeScript - Size: 165 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

roboflow/inference-server-old 📦

Object detection inference with Roboflow Train models on NVIDIA Jetson devices.

Language: JavaScript - Size: 85 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 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.

Language: Kotlin - Size: 2.32 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

sid-sr/FedSMS

End-to-end on-device federated learning, "An On-Device Federated Learning System for SMS Spam Classification", IEEE MIT URTC 2022

Language: JavaScript - Size: 1.33 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

ivelin/fall-detection Fork of ambianic/fall-detection

Python ML library for person fall detection. Intended for IoT deployments with on-device inference and on-device transfer learning.

Language: Jupyter Notebook - Size: 159 MB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Mostafa-Nafie/Android-Image-Classifier

Language: Java - Size: 2.99 MB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0