Name: April 29 - Model Optimization: Data Augmentation & Regularization Workshop
Start: 2025-04-29T22:00:00+05:30
End: 2025-04-30T00:00:00+05:30

**[Register for the Zoom](https://voxel51.com/computer-vision-events/model-optimization-data-augmentation-regularization-workshop-april-29-2025/)**

**When and Where**

* April 29, 2025
* 6:30 PM to 8:30 PM CET \| 9:30 AM to 11:30 AM Pacific
* Workshops are delivered over Zoom

**About the Workshop**

Join us for a 12-part, hands-on series that teaches you how to work with images, build and train models, and explore tasks like image classification, segmentation, object detection, and image generation. Each session combines straightforward explanations with practical coding in [PyTorch](https://pytorch.org/) and [FiftyOne](https://github.com/voxel51/fiftyone), allowing you to learn core skills in computer vision and apply them to real-world tasks.

In this session, we’ll introduce optimization strategies including data augmentation, dropout, batch normalization, and transfer learning. Implement an augmented network using a fruits dataset with models like VGG-16 and ResNet18, and analyze the results with FiftyOne.

These are hands-on maker workshops that make use of [GitHub Codespaces](https://github.com/features/codespaces), [Kaggle notebooks](https://www.kaggle.com/), and [Google Colab](https://colab.research.google.com/) environments, so no local installation is required (though you are welcome to work locally if preferred!)

**Workshop Resources**

You can find the workshop materials in this [GitHub repository](https://github.com/andandandand/practical-computer-vision).

**About the Instructor**

[Antonio Rueda-Toicen](https://www.linkedin.com/in/antonioruedatoicen/), an AI Engineer in Berlin, has extensive experience in deploying machine learning models and has taught over 300 professionals. He is currently a Research Scientist at the Hasso Plattner Institute. Since 2019, he has organized the Berlin Computer Vision Group and taught at Berlin’s Data Science Retreat. He specializes in computer vision, cloud technologies, and machine learning. Antonio is also a certified instructor of deep learning and diffusion models in NVIDIA’s Deep Learning Institute.

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April 29 - Model Optimization: Data Augmentation & Regularization Workshop

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Delhi AI Machine Learning and Computer Vision Meetup

April 29 - Model Optimization: Data Augmentation & Regularization Workshop

Delhi AI Machine Learning and Computer Vision Meetup

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