A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.

Image features are extracted using pretrained VGG16 and VGG19 models, textual input is tokenized, and a unique Encoder-Decoder architecture is built. We determine the effect of training length on ...

Here is an example of a image-caption from the Flickr8k dataset: a blue and grey race car driving on a dirt track The model uses a pretrained ResNet50 decoder and a LSTM decoder for caption generation ...

April 21, 2022-- Xylon has just revealed two new IP products for lossless and on-the-fly MJPEG video compression and decompression. New logiJPGE-LS and logiJPGD-LS IP cores from the logicBRICKS by ...

The researchers tested the ability of vision-language models to identify negation in image captions. The models often performed as well as a random guess. Building on those findings, the team ...

Prior reporting has hinted at Apple’s big plans for its 20th anniversary iPhone Pro model. But a report this week offered a lot more clarity. ET News reported that the device would use “4 ...

The fashion world has long embraced change, but the latest shift, the rapid rise of artificial intelligence (AI) models, is causing unease across the industry. What started as an intriguing ...

Image source: Apple Inc. via USPTO It’s still unclear what the “mostly glass” design refers to. After all, current iPhone 16 models are mostly glass devices. They have a metal frame ...