Introduce

This is a repo for noting and submitting all my work in Advanced Computer Vision - CS331 UIT

Exercise 1 - Gradient Desent

• Gradient Desent with numpy
• Gradient Desent with tensorflow

Exercise 2 - Linear Regression and Logistic Regression

What I did ?

• Generating some random data for training the Linear Regression and Logistic Regression Model
• Defining Sigmoid function, Loss function (Logistic Regression)
• Defining the hyperparameters of the model
• Trainning model
• Ploting my result

Exercise 3 - Linear Regression, Logistic Regression and Softmax Regression with Tensorflow

update later

Exercise 4 - Neural Network with Tensorflow

update later

Exercise 5 - Visualize Feature Maps in VGG16

update later

Exercise 6 - Face Detection In Feature Maps

update later