Edge AI – OpenWing – Agent Store for AIoT Devices

AI ALGORITHMS

Convolutional Neural Networks (CNNs)

Recurrent Neural Networks (RNNs)

Long Short-Term Memory Networks (LSTMs)

Gated Recurrent Units (GRUs)

Transformer Models

Decision Trees

Random Forests

Support Vector Machines (SVMs)

AI FrAMEWORKS

TensorFlow

PyTorch

Keras

Apache MXNet

Caffe Framework

Theano

Microsoft Cognitive Toolkit (CNTK)

OpenVINO

AI Enterprise Tools

SealAI.AI

Google Coral Edge TPU Models

Apple Neural Engine-specific Models

Amazon AWS IoT Greengrass ML Inference

Microsoft Azure IoT Edge ML Modules

Intel OpenVINO Toolkit

NVIDIA DeepStream SDK

Arm NN SDK

AI Models

YOLO (You Only Look Once)

MiniCPM-V2.6: for the first time, the device-side model has real-time video

SSD (Single Shot MultiBox Detector)

Faster R-CNN (Region-based Convolutional Neural Networks)

EfficientDet

RetinaNet

MobileNet

Tiny YOLO

AI Features

Speech Recognition

Natural Language Processing (NLP)

Image Segmentation

Predictive Analytics

Time-Series Forecasting

Face Recognition

Gesture Recognition

Emotion Detection

AI Applications

Smart Grid Management

Smart Surveillance

Predictive Maintenance

Voice Assistants

Smart Home Automation

Healthcare Monitoring

Autonomous Vehicles

Agricultural Monitoring