Name: Samuel "Sam" Freitas
Type: User
Company: University of Arizona
Bio: R&D Engineer at the University of Arizona studying the biology of aging
|| Robotics || AI || Data science || Biology ||
Location: Tucson, Arizona
Blog: https://scholar.google.com/citations?user=_vYUUR4AAAAJ&hl=en
Samuel "Sam" Freitas's Projects
Machine code for the Chamber of Fluorescence laboratory equipment
This is a simple CNN model used for image recognition and regression
A somewhat dynamic implementation of the Unet CNN that can be easily changed modified
Using a 2D entropy filter to segment DIC (Differential Interference Contrast) imaging of cells
Homework folder to sync across multiple computers
Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks
Fluorescent analysis of individualized C. elegans without using neural networks
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
A simple open-source python 🐍 to grbl 🤖 sender || Controlling 3-axis GRBL/CNC/gcode machines with python over a serial/usb connection that waits for completion of movement before sending the next command
This is a simple learning experiment to see if i can take a webcam video and apply different types of Networks to the data without writing to the disk while keeping the data in the pytorch cuda tensor
The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
Spatial Attenuation - Unet with dynamic model depth creation
A SAM-based model for instance segmentation of images of grains
This Repository is implementation of majority of Semantic Segmentation Loss Functions
Systematic Imaging of C. elegans Killing Organisms
This is a segmentation model to extract C elegans bodies from fluorescent images taken with the SICKO system
Utilities for the sutphin lab