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Courses, in 8 stages

01Programming for AI/ML9 courses
02Statistics and ML Algorithms11 courses
03MLOps12 courses
04Deep Learning6 courses
05Agentic AI10 courses
06Time Series Forecasting9 courses
07Industry DS Projects15 courses
08Special Topics13 courses

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Detecting Defects in Steel Sheets with Computer Vision
Evaluation Metrics

Cross Entropy vs. Dice

Video · 3 min · Lesson 7 of 26

PreviousWhat is Dice?Next lessonCourse Review

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Deep LearningDetecting Defects in Steel Sheets with Computer Vision

1. Encoder: Going Down the U-NetFree16 min
2. Decoder: Moving Up the U-NetFree5 min
1. Train Model with BCE Logits Loss and Learning Rate Scheduler (Code Demo)5 min
1. Train Model with Dice Loss and Learning Rate Scheduler (Code Demo)2 min

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