Image GPT
Image GPThttps://openai.com/blog/image-gpt/

Image GPT

🎨Unlock the power of AI with Image GPT! 🖼️✨ This transformer model can generate coherent image completions and samples, showcasing top-notch performance in unsupervised image classification. 🌟🤖 #ImageGPT #AItrends #Transformers

  • Large transformer models trained on language can generate coherent text and, when trained on pixel sequences, can also produce coherent image completions and samples.
  • iGPT, a transformer trained on images, demonstrates an understanding of 2-D image characteristics and yields state-of-the-art performance on image classification datasets.
  • Through generative sequence modeling, a transformer can be directly applied to any data type, showcasing its generality in unsupervised learning.
  • iGPT models trained on ImageNet at low resolutions outperform both supervised and unsupervised transfer algorithms in downstream classification tasks.
  • A sequence transformer with sufficient scale can be competitive with top convolutional nets for unsupervised image classification, showing potential for learning excellent features across domains.
  • The approach demonstrates the ability of large transformer-based language models to learn unsupervised representations effectively in novel domains.