Abstract: This study introduces CLIP-Flow, a novel network for generating images from a given image or text. To effectively utilize the rich semantics contained in both modalities, we designed a ...

To address these challenges, we propose an unsupervised multi-modal enhancement method based on a high-order adaptive curve, named CLIP-AE. Specifically, we introduce a multi-modal recurrent ...

Many datasets on kaggle & elsewhere have been created by screen-clipping Google Maps or browsing web portals. The tools below are to create datasets programatically Due to the large size of raw images ...

We initially perform a task-oriented fine-tuning of both CLIP encoders using the element-wise sum of visual and textual features. Then, in the second stage, we train a Combiner network that learns to ...

You will get access to 5 million images and 300,000 videos, and all of them are copyright-free, and ready to use in your commercial content. So, if you have a Microsoft 365 Copilot work account, ...

Every image on iStock falls into one of two collections ... Our dedicated team thoroughly inspects every stock photo, illustration and video clip to ensure they're free of legal issues and meet our ...

The NDVI data preprocessing: Firstly, we used ArcGIS software and the maximum value composite ... using the multivariate analysis - band collection statistics method. 4. Data clipping: By applying ...

Image Capture is Apple's image acquisition app for grabbing pictures from your camera or scanner. Here's how to use it in a ...