5922-deep-learning

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

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
README.md		README.md
lab_assignment1_.ipynb		lab_assignment1_.ipynb
lab_assignment2.ipynb		lab_assignment2.ipynb
lab_assignment3.ipynb		lab_assignment3.ipynb
lab_assignment4.ipynb		lab_assignment4.ipynb

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