Deep Learning

Practice Projects

P0: Image Classification   Project 🌐   Solutions 🌐

Colaboratory Notebooks   flower_classification.ipynb 📖

P1: Neural Networks for Regression   Project 🌐   Solutions 🌐

Colaboratory Notebooks   boston_regression.ipynb 📖

P2: Multi-Label Classification   Project 🌐   Solutions 🌐   Solutions Variant 2 🌐   Addition 🌐

Colaboratory Notebooks   letter_recognition.ipynb 📖   letter_generator.ipynb 📖

P3: Parts of Speech  

P4: Style Recognition   Project 🌐   Solutions 🌐

Colaboratory Notebooks   style_recognition.ipynb 📖

P5: Decor Colorization   Solutions. Part 1 🌐   Solutions. Part 2 🌐   Addition 🌐   Addition Variant 2 🌐

Colaboratory Notebooks   decor_classification.ipynb 📖   decor_colorization.ipynb 📖   style_transfer.ipynb 📖

Datasets

• Flower Color Images   Kaggle Dataset 📖

• Classification of Handwritten Letters   Kaggle Dataset 📖

• Handwritten Letters 2   Kaggle Dataset 📖

• Style Color Images   Kaggle Dataset 📖

• Traditional Decor Patterns   Kaggle Dataset 📖