Background-Swap Camera

• It is a program that allows the user to take photos and swap the background behind them with an image in real-time.
• It uses the YOLO8 Model for object detection and segmentation.
• It uses Open CV and Pillow libraries for image capture and processing.
• It can show FPS for the video stream being shown.
• I created many custom transformers and prepared a pipeline for model deployment
• It is written in Python and saved on github.
• Click here to view repo

Digit Drawing And Recognizing Program

• It is a program that allows the user to draw a digit and classify it as well as save the image data and index through existing saved data.
• It uses the MNIST digits dataset for training and a self made dataset for testing that was collected in person from randoom individuals.
• This program was originally made as part of my collage major project.
• I trained neural networks for my predictions.
• It is written in Python and saved on github.
• Click here to view repo