RedisTensorSync: real-time exercise analysis for Breathment
·956 words·5 mins
An asynchronous websocket backend for the Breathment physiotherapy app that analyzes patients’ breathing and movement exercises from a live camera stream, in real time.
TensorFlow
Lung Disease Prediction from Chest X-rays (Xception)
·273 words·2 mins
Course project for Human Data Analytics (University of Padua): an Xception classifier for lung disease in chest X-ray images, plus an ablation that measures what ImageNet pretraining is worth on a small medical dataset.