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saeid khoobdel's Projects

aihorizon icon aihorizon

Embark on a comprehensive AI journey with AIJourney. This repository guides you from Machine Learning basics to advanced Transformers and Diffusion Models. Suitable for beginners and experienced practitioners, it offers a structured learning path with practical Jupyter notebooks and real-world examples.

bigdatalearninglab icon bigdatalearninglab

🚀 Dive into the big data universe! Discover data pipelines, cloud computing, and distributed systems with tutorials, projects, and resources. Let's journey together to become big data wizards!

cnn-activation-analyzer icon cnn-activation-analyzer

This repository contains Jupyter notebooks designed to visualize and understand what Convolutional Neural Networks (CNNs) learn during the training process. It includes tools for filter and class maximization, filter and activation visualization, and advanced methods like GradCAM, GradCAM++, and FasterScoreCAM.

computervisionbootcamp icon computervisionbootcamp

👁️ Master computer vision with OpenCV and Deep Learning! Tutorials, projects, and code samples to sharpen your skills. Join the community and start learning today! 🚀

deeplearninghq icon deeplearninghq

Embark on an AI odyssey at DeepLearningHQ! 🚀 Inspired by the masterwork of Courville, Goodfellow, & Bengio, we decode the neural enigmas. Join our geek collective as we hack into the matrix of AI! #DeepLearning #NerdingOut 🧠 Connect on Twitter: @saeidkhoobdel 🐦

fmnist-regularization-cnn icon fmnist-regularization-cnn

This repository contains Jupyter Notebooks demonstrating the training of Convolutional Neural Networks (CNNs) on the Fashion MNIST (FMNIST) dataset using PyTorch. It includes notebooks on training without/ with regularization, applying various regularization methods.

pytorch-mnist-cnn-classifier icon pytorch-mnist-cnn-classifier

This repository houses a Convolutional Neural Network (CNN) classifier implemented using PyTorch, trained on the popular MNIST dataset

visionarchitect icon visionarchitect

VisionArchitect is a repository dedicated to testing the best vision architectures using Keras and PyTorch. Here, you'll find a collection of Jupyter Notebooks focusing on various computer vision models, along with sample images for testing purposes.

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