# How-To How to Remove Backgrounds Using Core ML Bring background removal and replacement to your iOS application. Walter Tyree 28 Jun 2022 • 10 min read
# Machine Learning A Remote Data Aggregation Pipeline to Provide Machine Learning Datasets This blog explores how we aggregate datasets remotely, keep track of already generated datasets, and download datasets from a remote server using a generalizable architecture pattern. Multiple authors 16 Apr 2021 • 11 min read
# Deep Learning Smart Cropping - Automatically crop images to optimal regions with deep neural networks Many websites ask you to upload images in specific aspect ratios. Smart cropping allows you to automatically find such images for any aspect ratio. It's powered by Convolutional Neural Networks, predicting the salient areas of a picture. We describe how smart cropping works and why it's important. Vivien Drescher, Leonard Papenmeier 24 Jul 2020 • 5 min read
# Machine Learning From 2D to 3D Photo Editing Last November, we released Portrait, an iOS app that helps create amazing, stylized selfies and portraits instantly. With over a million downloads and many more portrait images created, we feel Malte Baumann, Eray Basar 26 Jun 2018 • 7 min read
# Artificial Intelligence When Creativity meets A.I. How we built the Portrait App. Eray Basar 17 Nov 2017 • 8 min read
# Machine Learning Deep Learning for Photo Editing Deep learning, a subfield of machine learning, has become one of the most known areas in the ongoing AI hype. Having led to many important publications and impressive results, it Malte Baumann 20 Apr 2017 • 11 min read
