Weird annotations
The images above are examples of a weird annotation that I discovered while checking this dataset out. Following are the images:
<PIL.WebPImagePlugin.WebPImageFile image mode=RGB size=1170x2532 at 0x778977D20310>, <PIL.WebPImagePlugin.WebPImageFile image mode=RGB size=2048x2732 at 0x778977EB0B90>, <PIL.WebPImagePlugin.WebPImageFile image mode=RGB size=1536x864 at 0x778977EAEA50> from the dataset. Can more light be shed on them, and if there is anyway we can filter out such elements.
regards,
-Rohit
Hi Rohit. Thanks for your interest in our dataset. Check out the note at the bottom of the README here: https://huggingface.co/datasets/biglab/webui-7k-elements you may need to multiply the bounding boxes by a constant multiplier based on the device that the screenshot was taken on. In other examples (your bottom example), there is some ghost boxes simply because the DOM is noisy and includes invisible/hidden elements. Our paper talks a little bit about why this happens: https://arxiv.org/abs/2301.13280
Thank you very much for the reply, this help immensely! Also thank you for the dataset! :)