A repo for CSCI 5922 deep learning course works
- assignment 1: MNIST recognition implemented MLP with sckit-learn
- also including the visualization of confusion matrix with matplotlib and seaborn
- assignment 2: Cifar-10 classification with CNN
- implemented with keras and visualization the accuracy with matplotlib
- assignment 3: IMDB movie review clasification with BiLSTM
- implmented with keras and visualization the confusion matrix
- assignment 4: Viz-Wiz challenge: VQA for blind people
- extract question features with BERT and image features with the feature map of the next to the last layer with VGG-16
- also tried extracted with ViT