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ECG Fatigue Detection Model Improves Elderly Monitoring
15+ hour, 51+ min ago (258+ words) ECG fatigue detection using machine learning accurately identified fatigue status in older adults, with a 97.96% test accuracy in a dataset of 100 participants. Researchers developed a portable ECG-based fatigue monitoring system designed for older adults. The aim was to provide a…...
MLOps in Travel: From Notebook to Production in 30 Days
2+ day, 10+ hour ago (652+ words) Let me walk you through how this transformation happens in practice, using a hotel ranking system as our example. This isn't theoretical—it's a pattern I've refined through multiple implementations across different travel verticals. Week two is where feature engineering…...
Shipping ML models in 2026: the open-source framework that replaced my Kubernetes YAML
2+ day, 6+ hour ago (31+ words) I used to think shipping ML models to production was a multi-month project requiring a dedicated platform team …...
The batch vs. real-time prediction decision I had to make and how I reasoned through it
2+ day, 8+ hour ago (31+ words) Early in my machine learning journey, the emphasis on ‘real-time’ predictions was pervasive. I initially …...
Visual detection of flap tears on abrasive flap wheels using deep learning
4+ day, 7+ hour ago (15+ words) Springer Nature Link...
Applied Sciences, Vol. 16, Pages 8115: A U-Net-Based Hybrid Network with Large-Kernel Convolution and Spatially Reduced Self-Attention for Structural Plane Segmentation in Tunnel-Face Images
5+ day, 8+ hour ago (458+ words) The structural planes exposed on tunnel faces reflect the integrity and geological conditions of surrounding rock, and their accurate segmentation is important for geological logging and surrounding rock assessment. However, these targets are typically slender, discontinuous, and low-contrast, and are…...
Why Class Imbalance Breaks Machine Learning Models (And How to Fix It)
5+ day, 8+ hour ago (268+ words) Introduction Imagine you’ve built a Machine Learning model to detect credit card fraud. After training, the model …...
Introduction to Machine Learning and Linear Regression
5+ day, 9+ hour ago (538+ words) hey im shivam, in this blog we’ll cover about machine learning and its first algo- linear regression When you hear Machine Learning, the first …...
DFlash Changes What Tokens per Second Means
1+ week, 23+ hour ago (1673+ words) I spent a night trying to fit a dense 30B model, 256K context, vision, and speculative decoding onto one 24 GB GPU. The fastest quant lost. The quant with the lowest perplexity lost too. What won was the configuration that made the whole…...
MLOps: From Machine Learning Experiment to Production
1+ week, 1+ day ago (187+ words) Machine Learning is not just about training a model and getting a high accuracy score. In a real-world project, we need to manage data …...