OpenAI DALL·E Creating Images from Text | Dall-E is the most impressive AI ever created 🔥💯💯

OpenAI's newest model, DALL·E, shows absolutely amazing abilities in generating high-quality images from arbitrary text descriptions. Like GPT-3, the range of applications and the diversity of outputs is astonishing, given that this is a single model, trained on a purely autoregressive task. This model is a significant step towards the combination of text and images in future AI applications.

OUTLINE: Introduction, Comparison to GPT-3, Model Architecture, Pre-Training with Relaxation, Experimental Results, My Hypothesis about DALL·E's inner workings, Sparse Attention Patterns, DALL·E can't count, DALL·E can't global order, DALL·E renders different views, DALL·E is very good at texture, DALL·E can complete a bust, DALL·E can do some reflections, but not others, DALL·E can do cross-sections of some objects, DALL·E is amazing at style, DALL·E can generate logos, DALL·E can generate bedrooms, can combine unusual concepts, DALL·E can generate illustrations, DALL·E sometimes understands complicated prompts, DALL·E can pass part of an IQ test, DALL·E probably does not have geographical / temporal knowledge, Reranking dramatically improves quality

The paper on Language Models are Few-Shot Learners is available to read: https://arxiv.org/abs/2005.14165

Blog: https://openai.com/blog/dall-e/​

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