Search results for deep learning edge ai

49 search results found

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://nexus.fedml.ai) is the dedicated cloud service for generative AI

Berrynet ⭐ 1,563

Deep learning gateway on Raspberry Pi and other edge devices

Speech To Text Benchmark ⭐ 570

speech to text benchmark framework

Portrait Segmentation ⭐ 310

Real-time portrait segmentation for mobile devices

Nn Meter ⭐ 265

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

Model_optimization ⭐ 245

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

Neuralet ⭐ 232

Neuralet is an open-source platform for edge deep learning models on edge TPU, Jetson Nano, and more.

Smart Social Distancing ⭐ 133

Social Distancing Detector using deep learning and capable to run on edge AI devices such as NVIDIA Jetson, Google Coral, and more.

Spleeter Android Ios ⭐ 124

On-device, Offline Spleeter Solution For Mobile

People Counter Python ⭐ 88

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

Hailo_model_zoo ⭐ 82

The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment

People Counter Cpp ⭐ 70

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

Smart Retail Analytics ⭐ 68

Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.

Concurrent Video Analytic Pipeline Optimization Sample L ⭐ 46

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.

Covid Net ⭐ 43

Launched in March 2020 in response to the coronavirus disease 2019 (COVID-19) pandemic, COVID-Net is a global open source, open access initiative dedicated to accelerating advancement in machine learning to aid front-line healthcare workers and clinical institutions around the world fighting the continuing pandemic. Towards this goal, our global multi-disciplinary team of researchers, developers, and clinicians have made publicly available a suite of tailored deep neural network models for tackl

Tappas ⭐ 36

High-performance, optimized pre-trained template AI application pipelines for systems using Hailo devices

Bcnn ⭐ 35

A minimalist Deep Learning framework for embedded Computer Vision

Agrobot ⭐ 32

Neural-Kalman GNSS/INS Navigation for Precision Agriculture

Face_mask_detection_openvino ⭐ 32

Detect faces and determine whether people are wearing mask.

Safety Gear Detector Python ⭐ 32

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Motor Defect Detector Python ⭐ 27

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.

Models ⭐ 26

Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.

Object Size Detector Python ⭐ 26

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

Store Traffic Monitor Python ⭐ 24

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Hailort ⭐ 23

An open source light-weight and high performance inference framework for Hailo devices

Parking Lot Counter Cpp ⭐ 21

Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.

Industrial Anomaly Detection ⭐ 20

Run multiple independent anomaly detection (object flaws and motor defects) workloads on a single system via multiple virtual machines using a Kernel-based Virtual Machine (KVM) host.

Shopper Gaze Monitor Python ⭐ 20

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Awesome Edge Ai ⭐ 20

A curated list of edge tools for AI applications

Restricted Zone Notifier Python ⭐ 19

Secure work areas and send alerts if someone enters the restricted space.

Awesome Ai On The Edge ⭐ 18

Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"

Object Flaw Detector Cpp ⭐ 18

Detect various irregularities of a product as it moves along a conveyor belt.

Store Aisle Monitor Python ⭐ 18

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Object Flaw Detector Python ⭐ 17

Detect various irregularities of a product as it moves along a conveyor belt.

Intruder Detector Python ⭐ 16

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

Intruder Detector Cpp ⭐ 15

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

Shopper Gaze Monitor Cpp ⭐ 12

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Store Aisle Monitor Cpp ⭐ 11

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Social Distance ⭐ 11

Build a solution that recognizes people within a specific area and measures the distance between them. Get an alert if the distance is less than a specified amount.

Safety Gear Detector Cpp ⭐ 10

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Store Traffic Monitor Cpp ⭐ 10

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Shopper Mood Monitor Cpp ⭐ 10

Detect the mood of shoppers as they look at a retail or kiosk display.

Intelligent Kiosk Analytics Cpp ⭐ 10

Determine the demographics of an audience using the Intel® Distribution of OpenVINO™ toolkit, and then adjust the ads to match the audience.

Automated Vending ⭐ 9

Deploy sensor fusion technology for an automated checkout that enables real-time insight about the products consumers are buying using the EdgeX Foundry* extensible framework.

Rtsf At Checkout Reference Design ⭐ 9

Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.

Restricted Zone Notifier Cpp ⭐ 8

Secure work areas and send alerts if someone enters the restricted space.

Motor Defect Detector Cpp ⭐ 8

Network Video Recorder ⭐ 8

Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.

Machine Operator Monitor Cpp ⭐ 8

Monitor a machine operator and detect the emotional state of an operator. Send an alert if the operator is distracted or angry.

Hailort Drivers ⭐ 8

The Hailo PCIe driver is required for interacting with a Hailo device over the PCIe interface

Brain Tumor Segmentations ⭐ 8

Segment brain tumors in raw MRI images by applying the U-Net architecture.

Wind Turbines Edge Ai ⭐ 7

Detect wind turbine errors using a hybrid model. Utilize ML, DL, edge computing. Dataset, neural network optimized with genetic algorithms. Low computational power ML models. Data is stored in the cloud. Turbine status via secure APIs. Password encryption. GRASP, SOLID

Line Monitoring ⭐ 5

Apply the pretrained models in the Intel® Distribution of OpenVINO™ toolkit to detect and count the number of people waiting in lines in real time.