Crop an image based on user text description
Crop an image based on user text description
Repurposing Existing Deep Networks for Caption and Aesthetic-Guided Image Cropping
arXiv paper abstract https://arxiv.org/abs/2201.02280v1
arXiv PDF paper https://arxiv.org/pdf/2201.02280v1.pdf
... propose a novel optimization framework that crops a given image based on user description and aesthetics.
Unlike existing image cropping methods, where one typically trains a deep network to regress to crop parameters or cropping actions,
... propose to directly optimize for the cropping parameters by repurposing pre-trained networks on image captioning and aesthetic tasks,
... search for the best crop parameters that minimize a combined loss of the initial objectives of these networks.
... show ... framework can produce crops that are well-aligned to intended user descriptions and aesthetically pleasing.
Please like and share this post if you enjoyed it using the buttons at the bottom!
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
Comments