Deep learning hits 97% accuracy on satellite benchmarks, review finds
A systematic review finds deep learning exceeds 97 percent accuracy on remote sensing benchmarks but struggles with generalization, spectral exploitation ...
Tag: transfer learning
Deep learning review maps how AI forecasts renewable energy
A systematic review in Neural Computing and Applications surveys deep learning and hybrid neural models used to forecast renewable energy ...
ResNet50 Meets Transformer to Push Facial Emotion Recognition to 89.7 Percent on FER2013
A hybrid ResNet50 and Transformer model achieved 89.7 percent accuracy on the FER2013 facial emotion benchmark, with an ablation study ...
Deep learning reads hidden vortex light codes in random speckle patterns
A Vision Transformer and a convolutional neural network identified Laguerre-Gaussian beam topological charges up to 50 from tiny speckle patches, ...
Inception-V3 transfer learning grades diabetic retinopathy severity with 93.45% accuracy
A transfer-learning framework using Inception-V3 with SGDM and Nesterov Accelerated Gradient classified five diabetic retinopathy severity classes on the APTOS ...
Dual-channel AI reads encrypted rail traffic to keep safety-critical services in view
A dual-channel AI framework that fuses raw byte textures with statistical flow features achieved 98.74 percent accuracy on real urban ...
Meta-learning emerges as a promising path for cloud DDoS detection
A systematic review of 120 papers finds deep learning DDoS detectors excel in experiments but struggle in real-world cloud environments, ...
Deep learning model predicts multiple chromatin interaction types from DNA sequence
UniLoopNet predicts enhancer–promoter, enhancer–enhancer, CTCF-mediated, and stripe-associated chromatin interactions from DNA sequence using a multi-task deep learning framework.
AI Reads Palatal Rugae From Smartphone Photos to Identify Sex
Pretrained convolutional neural networks classified biological sex from smartphone photographs of palatal rugae with up to 77 percent accuracy in ...
Deep learning model reads chest X-rays for pneumonia and tuberculosis in Ethiopia
A customized VGG19 deep learning model trained on 2,100 chest X-rays from Ethiopian hospitals classified pneumonia and tuberculosis with 99% ...
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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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