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Visual detection of flap tears on abrasive flap wheels using deep learning
1+ day, 2+ 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
2+ day, 3+ 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)
2+ day, 3+ 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
2+ day, 5+ 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
4+ day, 18+ 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
5+ day, 16+ hour 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 …...
The Complete Machine Learning Lifecycle: From Business Problem to Business Value
6+ day, 18+ hour ago (31+ words) Building a machine learning model is only one part of the journey. Here’s how real-world ML projects move from a …...
Deploying Machine Learning Models in Azure ML
6+ day, 21+ hour ago (641+ words) Why Deployment Matters Training a model is only half the journey. A model sitting in a notebook or a pickle file on disk delivers zero business value …...
Why Your Machine Learning Model Works in Training but Fails in Production
1+ week, 19+ hour ago (204+ words) Introduction You finally did it. After days of cleaning data, engineering features, training models, and tuning …...
The Machine Learning Classification Handbook
1+ week, 1+ day ago (90+ words) A Production-Grade Practitioner’s Guide to Classification Pipelines Data Taxonomy, Preprocessing & Engineering Pipelines Before an algorithm can extract …...