Name: Szymon Płotka
Type: User
Company: University of Amsterdam
Bio: PhD in medical image analysis and deep learning from the University of Amsterdam, the Netherlands
Location: Amsterdam, the Netherlands
Blog: https://www.linkedin.com/in/szymonplotka/
Szymon Płotka's Projects
Detect diabetic retinopathy to stop blindness before it's too late
Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video
Build U-Nets for segmentation from pre-trained TorchVision models.
Keras code and weights files for popular deep learning models.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
PyTorch implementation of DeepLabv3
Deep Learning for population structure prediction
EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.
use FPN to FPN-Semantic-segmentation。pytorch version
A Pytorch implementation of GradCAM, GradCAM++, and Smooth-GradCAM++
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
HRViT ("Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation"), CVPR 2022.
ASCII summary for simple sequential models in Keras
Cifar-10 classification using CNN Keras Tutorial
Keras VGG implementation for CIFAR-10 classification Tutorial
A Python Toolbox for Statistics and Neurophysiological Signal Processing (EEG, EDA, ECG, EMG...).
Pandas tutorial on Weather data for San Francisco Bay Area
PyTorch reimplementation of GradCAM saliency method.
Scrapping live data from worldometers.info
scikit-learn: machine learning in Python
Config files for my GitHub profile.
PyTorch implementation of the SonoNet Ultrasound standard plane detector
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras