Here are
112 public repositories
matching this topic...
Deep learning gateway on Raspberry Pi and other edge devices
Updated
Mar 23, 2021
Python
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
Updated
Jul 1, 2021
Python
🦖 Serverless Streaming Framework for Low-latency Edge Computing applications, running atop QUIC protocol, engaging 5G technology.
speech to text benchmark framework
Updated
Aug 13, 2020
Python
Real-time portrait segmentation for mobile devices
Updated
Jan 17, 2021
Jupyter Notebook
Jetson Nano-based smart camera system that measures crowd face mask usage in real-time.
Updated
May 21, 2021
Python
Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.
Updated
Jul 30, 2021
Python
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Updated
Apr 20, 2021
JavaScript
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
Demo for training a convolutional neural network to classify words and deploy the model to a Raspberry Pi using TensorFlow Lite.
Updated
Mar 2, 2020
Jupyter Notebook
MaixPy for Python3, let's play with edge AI easier!
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Updated
Apr 9, 2021
Python
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
Updated
Feb 2, 2021
Python
A minimalist Deep Learning framework for embedded Computer Vision
This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.
Updated
Jun 14, 2019
Python
A curated list of edge tools for AI applications
Acoustic features (MFSCs and MFCCs) for edge AI
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.
Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.
Updated
Jun 12, 2021
PureBasic
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
Updated
Feb 2, 2021
Python
Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.
Updated
Feb 2, 2021
Python
Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.
Updated
Feb 2, 2021
Python
Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.
Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.
Updated
Feb 2, 2021
Python
The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
Updated
Jul 19, 2021
Python
Official repository for the paper "Deploying a smart queuing system on edge with Intel OpenVINO toolkit" [Springer Nature-2021]
Updated
Jun 9, 2020
JavaScript
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
Conserve water with image classification for plant droop detection deployed on the Arduino platform.
Updated
Jul 12, 2021
Jupyter Notebook
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