Deep learning projects. Part of Udacity Deep Learning Nanodegree.
- Humans Detection - Haar feature-based cascade classifiers
- Detect Dogs - Pre-trained model to detect dogs in images. VGG 16
- CNN to Classify Dog Breeds (from Scratch)
- CNN to Classify Dog Breeds (using Transfer Learning) inception_v3
- More about dog breed clasifier project
- Generating fake Seinfeld TV scripts using RNNs.
- Dataset - Seinfeld Chronicles complete Seinfeld scripts and episode details.
- RNN Architecture - long short-term memory (LSTM) - Using PyTorch
- More about generate TV script project
- Generate new handwritten digits using GANs trained on MNIST dataset.
- Used fully connected layers architecture in PyTorch.
- More about generative adversarial network - MNIST project