Deep Learning
Practice Projects
P0: Image Classification
Project 🌐 Solutions 🌐
Colaboratory Notebooks
Interactive Reports with SageMathCell
P1: Neural Networks for Regression
Project 🌐 Solutions 🌐
Colaboratory Notebooks
Interactive Reports with SageMathCell
P1: Neural Networks for Regression 🌀
P2: Multi-Label Classification
Project 🌐 Solutions 🌐 Solutions 2 🌐
Addition 🌐
Colaboratory Notebooks
letter_recognition.ipynb 📖
letter_generator.ipynb 📖
Interactive Reports with SageMathCell
P2: Multi-Label Classification 🌀
P2: Letter Recognition. Keras Applications 🌀
P2: Letter Generation 🌀
P3: Parts of Speech
In Progress
P4: Style Recognition
Project 🌐 Solutions 🌐
Colaboratory Notebooks
Interactive Reports with SageMathCell
P5: Decor Recognition & Colorization
Solutions. Part 1 🌐 Solutions. Part 2 🌐
Addition 🌐 Addition 2 🌐
Colaboratory Notebooks
decor_classification.ipynb 📖
style_transfer.ipynb 📖
style_transfer_2.ipynb 📖
Interactive Reports with SageMathCell
P5: Decor Recognition & Colorization 🌀
P5: Style Transfer 🌀 P5: Style Transfer 2 🌀
Datasets
📖 Flower Color Images
📖 Classification of Handwritten Letters
📖 Style Color Images
📖 Traditional Decor Patterns
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