/CS231

This is my repo for CS231 - Introduction to Computer Vision

Primary LanguageJupyter Notebook

CS231

This is my repo for CS231 - Introduction to Computer Vision

Lecturer

PhD. Dung Tien Mai

Course progress

Lab no. Problem Status Source code (Colab)
1 Compare images with histogram Histogram
2 Edge detection Edge detection
3 Image segmentation Segmentation
4 Feature match Feature match

Final project

Detect COVID-19 and pneumonia using deep convolutional neural networks

Architecture Number of parameters (M) Accuracy
VGG19 29.76 trainable + 20.25 non-trainable 86%
ResNet50 (14 epochs) 25.93 trainable + 23.77 non-trainable 77%
ResNet50 (50 epochs) 25.93 trainable + 23.77 non-trainable 84%