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weve seen ai generate images from other images using guns then there were models able to generate questionable images using text in early 2021 dolly was published beating all previous attempts to generate images from text input using clip a model that links images with text as a guide a very similar task called image captioning may sound really simple but is in fact just as complex its the ability of a machine to generate a natural description of an image indeed its almost as difficult as the machine needs to understand the image and the text it generates just like in text to image synthesis its easy to simply tag the objects you see in the image this can be done using a regular classification model but its quite another challenge to understand whats happening in a single two-dimensional picture humans can do it quite easily since we can interpolate from our past experience and we can even put ourselves in the place of the person in the picture and quickly get whats going on th
