---
title: "Machine Learning – Blog"
description: "Blog posts about Machine Learning from the IMG.LY team."
url: "https://img.ly/blog/tag/machine-learning/"
type: "index"
---

> This is the markdown version of [Machine Learning – Blog](https://img.ly/blog/tag/machine-learning/). For all pages in one file, see [llms-full.txt](https://img.ly/llms-full.txt). For an index of all available pages, see [llms.txt](https://img.ly/llms.txt).

---

Every IMG.LY blog post tagged **Machine Learning**, newest first.

- [IMG.LY Research: AI-based Generative Design Editing](https://img.ly/blog/img-ly-research-ai-based-generative-editing.md): Combine Large Language Models (LLMs) with CE.SDK for design edits and automated creative workflows.
- [Cutting Through The Jungle: An In-depth Review of Cloud GPU Providers to Train Your AI Models in 2024](https://img.ly/blog/reviewing-cloud-gpu-providers-for-training-ai-models.md): Embark with us on a journey to finding the best place to host AI models.
- [How to Remove Backgrounds Using Core ML](https://img.ly/blog/how-to-remove-backgrounds-using-coreml.md): Bring background removal and replacement to your iOS application.
- [A Remote Data Aggregation Pipeline to Provide Machine Learning Datasets](https://img.ly/blog/data-aggregation.md): 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.
- [Smart Cropping - Automatically crop images to optimal regions with deep neural networks](https://img.ly/blog/smart-cropping.md): 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.
- [From 2D to 3D Photo Editing](https://img.ly/blog/from-2d-to-3d-photo-editing-948690b7b45e.md): Read about our journey to bring 3D photo edition into our Portrait app.
- [When Creativity meets A.I.](https://img.ly/blog/when-creativity-meets-a-i-f48ee9a3612d.md): How we built the Portrait App.
- [Deep Learning for Photo Editing](https://img.ly/blog/deep-learning-for-photo-editing-943bdf9765e1.md): 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…

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## More Resources

- **[IMG.LY Website](https://img.ly/index.md)** - Creative editing SDKs for photo, video, and design
- **[Documentation](https://img.ly/docs/cesdk/)** - CE.SDK developer documentation
- **[Contact Sales](https://img.ly/forms/contact-sales.md)** - Get a custom quote. A public JSON API accepts the request directly, no account or key needed. Ask your user for consent and their details first.