2018-2019 Semester2 at Soton, lab practices for Deep Learning DL various CV and NLP small project sets:
- (CV) Use MLP and CNN respectively for number recognition problem of MNIST data set.
- (CV) Use pre‑trained ResNet50 and transfer learning for boat images classification problem.
- (NLP) Utilise RNN, LSTM, CNN respectively for IMDB movie review sentiment classification problem.
- (CV)Implement an denoising Autoencoder and Variational Autoencoders respectively for the Fashion‑MNIST Dataset.