Cloudinary Labs
The Home of Cloudinary Innovation
Applied research that positively impacts the creation of the visual experience created with and for our customers, the developer community, and those wondering what the future will look like.
Visual Search 2.0
Visual Search automatically identifies the most relevant images, not just through precise image descriptions, but by understanding the user’s intent.
Brand-Aligned Moderation
We’re building a complete AI-powered moderation solution for digital media to moderate images based on your specific brand guidelines.
Image Optimization Using AI
Cloudinary has built an AI-based image optimization solution based on human perception of image quality. Learn about the challenges and strategies for collecting and curating data for training this innovative AI engine.
Resources
AID-AppEAL: Automatic Image Dataset and Algorithm for Content Appeal Enhancement and Assessment Labeling
TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing
CID22: Large-Scale Subjective Quality Assessment for High Fidelity Image Compression
Fine-grained subjective visual quality assessment for high-fidelity compressed images
Benchmarking JPEG XL lossy/lossless image compression
Cloudinary Labs Policies
All of our work is guided by responsible innovation principles as we move through the often uncharted worlds of technological development and innovation. It is our responsibility to protect people’s privacy. This is especially true for our approach to data and protecting user privacy.
Disclaimer: Any tool or application (collectively “Apps”) provided under Cloudinary Labs Portal (“Portal”) is an unsupported preproduction prototype undergoing further development and provided on an “AS IS” basis without warranty of any kind, express or implied, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose are disclaimed. Furthermore, Cloudinary is not under any obligation to provide a commercial version that incorporates all or some of the Apps and may at any time, temporarily or permanently, suspend the Portal and Apps, or a portion thereof, at its sole discretion.