Learn about mathematical optimization.
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Baeldung Author
Panagiotis Antoniadis
I work as a Machine Learning Engineer at DeepLab. My goal is to leverage data and AI to improve people’s lives. To that end, I implement machine learning models for biomedical and neural engineering applications. My experience also includes domains like computer vision and natural language processing.
Here's what I've written (so far):
Baeldung on Computer Science
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- Machine Learning (22)
- Deep Learning (16)
- Computer Vision (11)
- Math and Logic (4)
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- Algorithms (4)
How Do Blurs in Images Work?
Filed under Computer Vision
Learn about how the blur operation works in images.
Spatial Pyramid Pooling
Filed under Computer Vision
Explore the Spatial Pyramid Pooling (SPP) layer.
Computer Vision: Popular Datasets
Filed under Computer Vision
Explore three popular datasets in computer vision.
How to Handle Large Images to Train CNNs?
Filed under Computer Vision
Explore three ways of using large images as input to CNNs.
Neural Networks: What Is Weight Decay Loss?
Filed under Deep Learning, Machine Learning
Learn about the weight decay loss.
Neural Networks: Difference Between Conv and FC Layers
Filed under Deep Learning, Machine Learning
Explore the Conv and the FC layer of a neural network.
Scale-Invariant Feature Transform
Filed under Machine Learning
Learn about the Scale-Invariant Feature Transform (SIFT).
Machine Learning: What Is Ablation Study?
Filed under Machine Learning
Learn about the term ablation study in the field of machine learning