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AI usually needs to be trained on existing materials to detect objects, but Meta has a way for technology to find items without help.the social media giant It was published A “Segment Anything” AI model that can detect objects in photos and videos even if they are not in the training set. You can select an item by clicking it or using a free-form text prompt.As Reuters I will explainyou can type the word “cat” and watch the AI highlight all the cats in a particular photo.
This model can also work in conjunction with other models. Useful for reconstructing objects in 3D using a single image or drawing from a view from a mixed reality headset. Segmenting virtually anything can limit the need for additional AI training.
Both the AI model and dataset will be available for download under a non-commercial license. In other words, the creator cannot be used in the product. This is primarily to expand access to research and technology. Today, Meta uses similar technology to moderate banned content, encourage posts, and tag photos.
The developer admits that the existing model is flawed. It may miss finer details and may not detect boundaries as accurately as some models. Also, while Segment Anything can process prompts in real time, it breaks down when demanding image processing is involved. Some of the more specialized AI tools may outperform this model in their respective fields, says Meta.
You won’t see this AI in robots or other devices where fast and accurate object detection is (usually) essential. However, such models can also be useful in situations where it is impractical to rely solely on training data. Social networks can use this technology to keep up with rapidly increasing amounts of content. At the very least, this indicates that Meta wants to make computer vision popular.
Meta is no stranger to sharing AI breakthroughs, such as translators for unwritten languages. That said, the company is under pressure to show that it is as strong in this space as tech giants like Google and Microsoft. The company is already planning generative AI “personas” for its social apps, and inventions like Segment Anything show some unique advantages.