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Explore Neural Radiance Fields with Aladdin Persson in under an hour. Understand NeRF network architecture, volume rendering, and learn key tricks.
Dive into StyleGAN with Aladdin Persson in under an hour, exploring topics like style-based generators, architecture, image quality, and training details.
Dive into Graph Neural Networks with Aladdin Persson in under an hour. Learn graph representation, GNN workings, information propagation, and explore GNN variants.
Learn Pix2Pix implementation from scratch with Aladdin Persson in a 1-2 hour program. Gain insights into discriminator and generator models, dataset loading, and training.
Learn to implement YOLOv3 from scratch using Pytorch with Aladdin Persson. This 1-2 hour program covers YOLO recap, architecture, dataset loading, and training setup.
Explore EfficientNet with Aladdin Persson in under an hour. Dive into model scaling, stochastic depth, and gain intuitive understanding of the method and results.
Learn to build a simple generative adversarial network using fully connected layers with Aladdin Persson. This less than 1-hour material focuses on training with the MNIST dataset.
Learn efficient methods to load custom image datasets with Aladdin Persson in under an hour. Explore structured subfolders, annotation csv files, and single folder directories.
Learn to build a neural network in TensorFlow 2.0 using Keras Sequential and Functional API in less than an hour with Aladdin Persson.
Learn essential tensor operations foundational to TensorFlow 2.0 in less than an hour with Aladdin Persson. Knowledge in Linear Algebra recommended.
Aladdin Persson's guide to mastering deep learning efficiently, covering prerequisites, resources, programming, machine learning, and advanced courses. Less than 1-hour material.
Learn to implement an image captioning system from scratch using Pytorch with Aladdin Persson in under an hour. Explore the Flickr8k dataset and potential model improvements.
Learn the essentials of neural style transfer and code it from scratch in Pytorch with Aladdin Persson in under an hour.
Learn the basics of Pytorch tensors, including initialization, math, indexing, and reshaping in less than an hour with Aladdin Persson. Ideal for deep learning enthusiasts.
Learn to implement a Deep Convolutional Generative Adversarial Network (DCGAN) in Pytorch with Aladdin Persson in under an hour. Gain insights from GAN and DCGAN papers.
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