Attention-enhanced AI detector spots incipient fires in solar plants
PVFire-YOLO, a real-time detection framework with attention-enhanced multiscale fusion, reaches 87.4% mean average precision on a new photovoltaic fire dataset ...
Tag: deep learning
Multi-scale transformer network sharpens brain tumor segmentation on MRI scans
A new deep learning network called MTF-Net combines multi-scale transformer attention with cross-branch feature fusion to segment brain tumors from ...
AI Generates Synthetic Human Blastocyst Images, But Fine Details Still Slip Away
Researchers trained stage-specific StyleGAN3 models to synthesize human blastocyst images and validated them with distributional, spectral, and classifier-based tests, finding ...
Bumble Bee-Inspired AI Reads Students’ Facial Emotions to Support English Learning
A new study reports a bumble bee mating-optimized convolutional neural network that classifies seven student emotional states from facial expressions ...
Deep learning system scores long jump technique and lifts student performance
Researchers combined YOLOv5, DeepSORT, OpenPose, BiLSTM and Dynamic Time Warping into a long jump teaching system that scored take-off movements ...
High-resolution branch in YOLOv11n lifts tiny fabric defect detection
Adding a stride-4 P2 detection branch to YOLOv11n raised tiny fabric defect detection mAP@0.5 by 5.8 percentage points on the ...
Deep learning model reads individual finger movements from muscle signals with 90% accuracy
A custom one-dimensional convolutional neural network classified nine individual and combined finger movements from surface EMG signals with 90.1 percent ...
Smart Click: A Single Group Photo Automates Attendance with MTCNN and FaceNet
A prototype attendance system called Smart Click recognizes enrolled faces in group photographs with 95.26 percent accuracy, rejecting unknown faces ...
Wireless sensor networks help AI judge cultural fit of factory translations
A new deep learning model combines bilingual text, cultural pragmatics and wireless sensor data from factory floors to assess whether ...
AI Workflow Maps Rock Fractures from Drone Images with Scarce Labels
A new informatics workflow transfers fracture-segmentation knowledge from a large dataset to small UAV survey sites, improving crack maps where ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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