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An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with edge-ai
A curated list of projects in awesome lists tagged with edge-ai .
https://github.com/fedml-ai/fedml
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 30 Sep 2024
https://github.com/FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 01 Aug 2024
https://github.com/mit-han-lab/once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
acceleration automl edge-ai efficient-model nas tinyml
Last synced: 31 Jul 2024
https://github.com/sipeed/maixpy-v1
MicroPython for K210 RISC-V, let's play with edge AI easier
aiot edge-ai firmware k210 maixpy micropython riscv
Last synced: 27 Sep 2024
https://github.com/sipeed/MaixPy-v1
MicroPython for K210 RISC-V, let's play with edge AI easier
aiot edge-ai firmware k210 maixpy micropython riscv
Last synced: 31 Jul 2024
https://github.com/yomorun/yomo
🦖 Stateful Serverless Framework for building Geo-distributed Edge AI Infra
distributed-cloud edge-ai edge-computing function-calling geo-distributed geodistributedsystems llm-inference low-latency quic realtime serverless stream-processing webassembly yomo
Last synced: 01 Aug 2024
https://github.com/dt42/berrynet
Deep learning gateway on Raspberry Pi and other edge devices
aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino raspberry-pi tensorflow tensorrt
Last synced: 27 Sep 2024
https://github.com/DT42/BerryNet
Deep learning gateway on Raspberry Pi and other edge devices
aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino raspberry-pi tensorflow tensorrt
Last synced: 02 Aug 2024
https://github.com/anilsathyan7/Portrait-Segmentation
Real-time portrait segmentation for mobile devices
android color-harmonization coral-tpu deeplab deeplearning deepstream edge-ai gpu-delegate int8-inference jetson-tx2 keras mediapipe mobilenetv2 opencv-dnn portrait-matting portrait-segmentation tensorflow tensorflow-lite tensorflowjs unet-image-segmentation
Last synced: 01 Aug 2024
https://github.com/Picovoice/speech-to-text-benchmark
speech to text benchmark framework
aws-transcribe cheetah deep-learning deep-neural-networks deepspeech edge-ai google-speech-to-text mozilla-deepspeech offline picovoice pocketsphinx privacy speech-recognition speech-to-text voice-recognition
Last synced: 04 Aug 2024
https://github.com/mit-han-lab/tiny-training
On-Device Training Under 256KB Memory [NeurIPS'22]
edge-ai learning-on-the-edge on-device-training
Last synced: 31 Jul 2024
https://github.com/microsoft/nn-meter
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
deep-learning deep-neural-networks edge-ai edge-computing efficient-model inference latency machine-learning neural-architecture-search onnx-models python pytorch tensorflow-models
Last synced: 26 Sep 2024
https://github.com/F33RNI/GPT-Telegramus
💜 The best free Telegram bot for ChatGPT, Microsoft Copilot (aka Bing AI / Sidney / EdgeGPT), Microsoft Copilot Designer (aka BingImageCreator), Gemini and Groq with stream writing, requests with images, multiple languages, admin control, data logging and more!
ai bing bing-image-creator bot chatgpt dalle edge-ai edgegpt gemini google gpt groq linux microsoft microsoft-copilot-ai openai proxy python telegram
Last synced: 31 Jul 2024
https://github.com/oasysai/oasysdb
An embedded vector database designed to run on edge devices. Lightweight and fast with HNSW indexing algorithm.
approximate-nearest-neighbors edge-ai edge-computing hnsw key-value-database open-source rest-api similarity-search vector-database vector-search
Last synced: 01 Aug 2024
https://github.com/galliot-us/neuralet
Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.
coral-tpu deep-learning deep-neural-networks edge-ai edge-computing edge-tpu edgetpu jetson-nano jetson-nano-developer-kit jetsonnano object-detection ros ros-kinetic ros-melodic social-distancing social-distancing-detection
Last synced: 01 Aug 2024
https://github.com/galliot-us/smart-social-distancing
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
coral-dev-board coral-tpu deep-learning deep-neural-networks edge-ai edge-computing edge-tpu jetson jetson-nano jetson-tx2 nvidia-jetson nvidia-jetson-nano nvidia-jetson-tx2 social-distance-monitoring social-distancing social-distancing-detection
Last synced: 01 Aug 2024
https://github.com/scaleoutsystems/fedn
FEDn: An open framework and a managed platform for real-world federated machine learning.
edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow
Last synced: 29 Sep 2024
https://scaleoutsystems.github.io/fedn/
FEDn: An open framework and a managed platform for real-world federated machine learning.
edge-ai edge-ml federated-learning federated-machine-learning fedml fleet-learning keras-tensorflow pytorch scikit-learn tensorflow
Last synced: 03 Aug 2024
https://github.com/intel-iot-devkit/smart-retail-analytics
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
computer-vision deep-learning edge edge-ai edge-computing image-recognition inference intel live-demo machine-learning object-detection openvino pretrained-models real-time reference-implementation video
Last synced: 01 Aug 2024
https://github.com/zhouwg/kantv
workbench for learing&practising AI tech in real scenario on Android device, powered by GGML(Georgi Gerganov Machine Learning) and NCNN(Nihui Convolutional Neural Network) and FFmpeg + OpenCV
edge-ai ffmpeg ffmpeg-android livetv llama-cpp ncnn-android whisper-cpp
Last synced: 01 Aug 2024
https://github.com/jnbraun/bcnn
A minimalist Deep Learning framework for embedded Computer Vision
arm c99 computer-vision convolutional-neural-networks deep-learning edge-ai embedded-vision gpu high-performance
Last synced: 29 Sep 2024
https://github.com/hailo-ai/tappas
High-performance, optimized pre-trained template AI application pipelines for systems using Hailo devices
deep-learning edge-ai gstreamer hardware-acceleration machine-learning neural-networks video-processing
Last synced: 31 Jul 2024
https://github.com/galliot-us/models
Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.
coral-tpu deep-learning deep-neural-networks edge-ai edge-computing edgetpu jetson-nano
Last synced: 01 Aug 2024
https://github.com/farzinkh/ai_edge
Deploy deep neural network models on esp32 SOC.
automation edge-ai edge-computing esp esp-dl esp-idf esp32 esp32-cam esp32s3 ml mlops tensorflow-lite
Last synced: 27 Sep 2024
https://github.com/intel-iot-devkit/concurrent-video-analytic-pipeline-optimization-sample-w
Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.
computer-vision deep-learning edge edge-ai edge-computing image-recognition inference intel live-demo machine-learning object-detection openvino pretrained-models real-time reference-implementation video
Last synced: 01 Aug 2024
https://github.com/code2k13/maix_dock_mnist
Demonstration of handwritten digit recognition using Maix Dock M1 powered by Kendryde K210
edge-ai image-recognition kendryte-210 machine-learning micropython tinyml
Last synced: 27 Sep 2024
https://github.com/waterviewsrl/swiss-army-keras
A library to help with the development of AI models with Keras, with a focus on edge / IoT applications. Based originally on https://github.com/yingkaisha/keras-unet-collection
albumentations classification coral-tpu deeplab-v3-plus deeplabv3 edge edge-ai edgetpu efficientnet-lite iot keras neural-network quantization segmentation tensorflow2 tf-data tf-trt tflite unet
Last synced: 29 Sep 2024
