Projects in Awesome Lists tagged with on-device-ml
A curated list of projects in awesome lists tagged with on-device-ml .
https://github.com/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.
asr audio edge-computing language-model llm on-device-ai on-device-ml sdk sdk-python stable-diffusion transformers tts vlm whisper
Last synced: 11 May 2025
https://github.com/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.
asr audio edge-computing language-model llm on-device-ai on-device-ml sdk sdk-python stable-diffusion transformers tts vlm whisper
Last synced: 07 Feb 2025
https://github.com/sayakpaul/adventures-in-tensorflow-lite
This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.
inference model-optimization model-quantization on-device-ml post-training-quantization pruning quantization-aware-training tensorflow-2 tensorflow-lite tf-hub tf-lite-model
Last synced: 13 Jan 2025
https://github.com/sayakpaul/Adventures-in-TensorFlow-Lite
This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.
inference model-optimization model-quantization on-device-ml post-training-quantization pruning quantization-aware-training tensorflow-2 tensorflow-lite tf-hub tf-lite-model
Last synced: 20 Nov 2024
https://github.com/shubham0204/android-document-qa
A custom RAG pipeline for multi-document QA from PDF/DOCX documents, in Android
android large-language-models on-device-ml question-answering retrieval-augmented-generation
Last synced: 24 Jan 2025
https://github.com/shubham0204/sentence-embeddings-android
Embeddings from sentence-transformers in Android! Supports all-MiniLM-L6-V2, bge-small-en, snowflake-arctic models and more
android machine-learning natural-language-processing on-device-ml onnx onnxruntime sentence-embeddings sentence-transformers
Last synced: 23 Nov 2024
https://github.com/shubham0204/depth-anything-android
An Android app running inference on Depth-Anything and Depth-Anything-V2
android android-application depth-anything depth-estimation on-device-ml
Last synced: 23 Nov 2024
https://github.com/denissimon/distributed-model-training
Approach to implementing distributed training of an ML model: server/device training for iOS.
ai app colab core-ml distributed edge-computing ios ios-app machine-learning ml model-personalization model-training neural-network on-device-ml s4tf swift swift-for-tensorflow tensorflow transfer-learning xcode
Last synced: 08 May 2025
https://github.com/afondiel/Introduction-to-On-Device-AI-DLAI
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: 07 Dec 2024
https://github.com/afondiel/introduction-to-on-device-ai-dlai
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: 07 Dec 2024
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