oopDaniel / Deep-learning-labs

All about deep learning labs in ELEN521

ELEN 521 Deep Learning Labs

• Lab1: Implementation of common activation functions and plots of datasets
• Lab2: Regression and classification problems with neural network
• Lab3: Implementation of optimizers: GD, Momentum, Adadelta, Adam, AdamWithWarmup
• Lab4: Training on CIFAR10 and CIFAR100 in Keras
• Lab5: Data Augmentation, Transfer Learning, and Visualizion of what the network is learning
• Lab6: Training on Quantized Neural Networks with QKeras, Neural Style Transfer, and Real-Time Object Detection with YOLO
• Lab7: NLP - removing bias in embedding, Sentiment Analysis, LSTM, GRU, Text Generatation, Translation with seq2seq
• Lab8: GAN - pokemon creation