Edge AI

Leverage edge AI on smart devices to ensure data security and privacy, power real-time analytics and improve responsiveness. We’ll help you ensure high infrastructure performance, minimize model training time and reduce decision delay.

Technologies

Activation Atlas

Feature Visualization

CAM

GradCAM

GradCAM++

ScoreCAM

Guided Backpropagation

Netron

Converter of PyTorch to ONNX

AMP APEX

TensorRT

Activation Atlas

Feature Visualization

CAM

GradCAM

GradCAM++

ScoreCAM

Guided Backpropagation

Netron

Converter of PyTorch to ONNX

AMP APEX

TensorRT

case study

Explainable AI

A system for detecting anomalies in neural networks and editing input images to correct wrong predictions.

Activation AtlasFeature VisualizationCAMGradCAMGradCAM++ScoreCAMGuided Backpropagation
Edge AI
Automotive
Retail
Manufacturing

case study

Quantization (INT8) and Converting ML models

Converting PyTorch (TensorFlow) models to ONNX for more efficient model inference.

NetronConverter of PyTorch to ONNX
Edge AI
IT Services and Technology

case study

Optimization

Goal to optimize some processes with machine learning

AMP APEXTensorRT
Edge AI