Matheus Ramos ParrachoSkin Cancer Detection using Convolutional Neural Networks and Gradient Boosting MethodsDuring the last few weeks, I participated in a Kaggle competition, in which the goal was to develop image-based algorithms to identify…Aug 15Aug 15
Matheus Ramos ParrachoSolving CAPTCHAs with Convolutional Neural NetworksDeveloping a Convolutional Neural Network (CNN) to solve CAPTCHAs involves overcoming the challenges posed by noise, distortion, and…Apr 81Apr 81
Matheus Ramos ParrachoHeart Segmentation — Neural Networks for Medical ImagingThis study provides insights into medical imaging segmentation by using MONAI and a 3D-UNET model to identify the left atrium in MRI heart…Dec 19, 20231Dec 19, 20231
Matheus Ramos ParrachoAutoencoders and Latent Space: Studying their power for data compressionAutoencoders, a neural network architecture, have shown exceptional effectiveness in data compression by encoding data into a…Dec 5, 2023Dec 5, 2023
Matheus Ramos ParrachoCreating a Convolutional Neural Network to approach the MNIST datasetUnveiling the Power of Convolutional Neural Networks: A Deep Dive into MNIST Dataset ClassificationNov 28, 2023Nov 28, 2023
Matheus Ramos ParrachoBuilding the Infrastructure of a Social Mobile App: MaskUidMaskUid is an anonymous social media app designed to allow users to post within a 100-meter radius anonymously for 24 hours. Developed…Sep 27, 2023Sep 27, 2023
Matheus Ramos ParrachoPrantos: Building a Full-Stack Web-Based Sheet Music to Audio ConverterPRANTOS is a web system integrating deep learning for Optical Music Recognition (OMR) to convert music sheet images into GUIDO and WAV…Sep 25, 2023Sep 25, 2023
Matheus Ramos ParrachoI built my own Alexa with different featuresAxela is an automated room system designed for convenience using existing equipment, integrating WhatsApp for communication, LED light…Jan 11, 20231Jan 11, 20231
