Machine Learning in Image Processing
Nikomidisz Jorgosz Eftimiu, M.Sc.
Machine Learning in Image Processing
Nikomidisz Jorgosz Eftimiu, M.Sc.
Machine Learning in Image Processing
Info
Course
Term
Spring 2024
Semestral rules
Open
Chapter contains:
1
Study Materials
1
Study text
Teacher recommends to study from 19/2/2024 to 25/2/2024.
Week 1 - Image processing
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Chapter contains:
1
ROPOT
2
Study Materials
1
Study text
Teacher recommends to study from 21/2/2024 to 28/2/2024.
Week 2 - Neural network from scratch
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Chapter contains:
1
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1
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1
Study text
Teacher recommends to study from 28/2/2024 to 6/3/2024.
Week 3 - Datasets
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1
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1
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Teacher recommends to study from 6/3/2024 to 13/3/2024.
Week 4 - Designing a neural network
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1
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1
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Teacher recommends to study from 13/3/2024 to 20/3/2024.
Week 5 - Training a neural network
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1
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1
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Teacher recommends to study from 20/3/2024 to 27/3/2024.
Student projects
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Chapter contains:
2
Image
1
Homework Vault
7
Study Materials
6
Study text
Teacher recommends to study from 21/3/2024 to 12/5/2024.
Week 6 - Image segmentation
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Chapter contains:
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Teacher recommends to study from 27/3/2024 to 3/4/2024.
Week 7 - Object detection and SSDs
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1
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1
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Teacher recommends to study from 10/4/2024 to 17/4/2024.
Week 8 - Project checkpoint
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Teacher recommends to study from 17/4/2024 to 24/4/2024.
Week 9 - Generative models
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Chapter contains:
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1
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1
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Teacher recommends to study from 24/4/2024 to 1/5/2024.
Week 10 - Attention
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1
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1
Study text
Teacher recommends to study from 15/5/2024 to 20/5/2024.
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