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Automated Quality Inspection with Vision AIby NXPReal-time AI-powered vision system for detecting defects in manufacturing environments
Quality Control -
Semantic SegmentationReal-time semantic segmentation for understanding roads, vehicles, pedestrians, and other elements in visual scenes.
Quality Control -
Image ClassificationReal-time image classification for recognizing visual categories on edge devices.
Quality Control -
Object Detection – YOLOXDetects and locates multiple object categories in images and video streams using the lightweight YOLOX architecture.
Quality Control -
Image Analysis for Defect – Training Experienceby NXPAI-powered image analysis tool for defect detection in industrial environments, with a guided journey for customizing new defect types.
Quality Control -
Fitness Tracker – Time Series ClassificationClassifies physical activities in real time from wearable motion sensor data.
Time Series -
Anti-SpoofingDetects face presentation attacks and verifies liveness from RGB images to strengthen biometric authentication systems..
Surveillance Security -
Scene Text Detection – High AccuracyDetects and recognizes text in complex real-world images using a high-accuracy OCR pipeline for edge applications.
Quality Control -
Scene Text Detection – Light ModelDetects and recognizes text in images using a lightweight OCR pipeline optimized for edge devices.
Quality Control -
PCB Defect DetectionDetects manufacturing defects in PCB images for automated visual quality inspection on edge devices.
Quality Control -
YAMNet – Training ExperienceA training pipeline for customizing YAMNet to recognize new environmental or industrial sounds.
Security -
Hand Gesture RecognitionRecognizes hand gestures over time to enable touchless human–machine interaction on edge devices.
Security -
ResNet – Training Experience on DeviceOn-device fine-tuning/validation of ResNet classifiers—customize without cloud dependency.
Quality Control -
Forecast – Settlement Predictions for TBMPredicts ground settlement around tunnel boring operations using geotechnical and TBM operational data.
Security -
Audio Classification – Industrial Noise Environmentsby NXPClassifies industrial sounds to support machinery monitoring, acoustic analysis, and early detection of abnormal operating conditions.
Industrial Noise -
Human Fall DetectionAI vision application to detect human falls in real time for safety, elderly care, and industrial risk monitoring.
Industrial Safety Industrial Surveillance Surveillance Security -
Video Action RecognitionClassifies human actions from video sequences to support activity understanding, workflow analysis, and safety applications.
Quality Control Industrial Safety Industrial Surveillance Surveillance Emotion Recognition -
Face ID – Training ExperienceGuided training environment for creating and preparing custom Face Recognition models, with optimized deployment and inference on SECO hardware.
Security Facial Recognition Model Training -
Wave2Vec – Speech-to-TextTranscribes spoken audio into text using Wav2Vec2 for edge-based speech recognition applications.
LLM Audio Monitoring Feedback Reporting Industrial Noise -
Object Detection – Low Power on EdgeEnergy-efficient object detection optimized for edge platforms with power and thermal constraints.
Quality Control Industrial Safety Surveillance Security -
CREI - The Edge AI Accelerator for Intelligent Industrial Interconnectionby Concept ReplyBridging the Field and Digital: Universal Connectivity, Zero Latency, and On-Device Machine Learning for Industry 5.0.
Quality Control Predictive Maintenance Anomaly Detection Forecasting Operational Optimization -
Object Detection – EfficientDetDetects and locates objects in images using the efficient EfficientDet architecture optimized for edge deployment.
Quality Control