Classification Practice
Cat Dog Classifier - Importing a folder of cats and dog images, building a model, then predicting the class of new photos
Convolutions and Pooling Practice - Resizing an image, applying a convolution/filter and then max-pooling to make the image smaller
Classifying Images with TensorFlow (1) - Using the built-in MNIST Fashion dataset to build a classification model
Classifying Images with TensorFlow (2) - Using the built-in MNIST Digits dataset to build a classification model
Classifying Images with TensorFlow (3) - Using the built-in CIFAR10 dataset to build a classification model
Classifying Penguins - I can take no credit for this, but I wanted to experiment using StreamLit and making a pckl file. I used this youtube video and file to make an app to classify penguins.
Regression Practice
TensorFlow Regression Example - A regression model to calculate house rental price
Image Detection
Number of Faces in a Photo - Learning how to put boundary boxes around faces in a given photo
Objects on Faces in a Photo - Modifying above code to add objects onto faces
Boundary Boxes in Video Files - Learning how to put boundary boxes around faces in video