Computational analysis of portraits.
Datasets: Painter by numbers competition dataset from Kaggle and Gender classification dataset from Kaggle.
Pipeline description: Pretrained Resnet10SSD Face Detector (OpenCV Tutorial), Ensemble of Pretrained FSA-Net Models with Different Scoring Functions (Third party Pytorch implementation), and Resnet18-based Gender Classifier (Third party Pytoch implementation)
Local development environment used is specified in the requirements.txt file