Testing out Stable Diffusion 2 on @playground_ai – quite impressed with the level of detail from simple prompts.
MULTIMODAL AI
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Guess the AI-Generated Image Prompts Interactive Game
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Guess the prompt behind these AI-generated images – fun game! @le_roux_nicolas https://
flip.it/CX2Kle -
Request to Explore More Artists in Similar Style
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Impressive! Can you try more such as Cassatt, OKeefe, Picasso, Picabia, Warhol, Kiefer, Guston, Simmons, El Anatsui, Refik Anadol,…? https://t.co/YPFdKR6OF1
— Ken Goldberg (@Ken_Goldberg) 27 novembre 2022Impressive! Can you try more such as Cassatt, OKeefe, Picasso, Picabia, Warhol, Kiefer, Guston, Simmons, El Anatsui, Refik Anadol,…?
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OpenAI DALLE-2 Outpainting Fills Image Blanks
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DALLE – 2 outpainting. @OpenAI fills in the blank around and between images, blending styles and mediums. pic.twitter.com/A7RtiuOfwS
— AI Breakfast (@AiBreakfast) 26 novembre 2022DALLE – 2 outpainting. @OpenAI fills in the blank around and between images, blending styles and mediums.
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Polyhistor: Parameter-Efficient Multi-Task Dense Vision Adaptation
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Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks Liu et al.: https://
arxiv.org/abs/2210.03265 #ArtificialIntelligence #DeepLearning #MachineLearning -

Will Neural Networks Create Novel Symbolic Abstractions?
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When will our large neural network models invent one of these? What will it be?! I dream of this novel knowledge creation, because the generation of symbolic abstractions and descriptions of the world has been great for generalisation beyond the senses.
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Latest LLM Reads Text on Wall Warning of Impact
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The latest LLM can read writing on a wall. It says "You're about to hit me."
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Stable Diffusion 2: Four New Models for Image Generation
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What is Stable Diffusion 2? new models Diffusers supports 4 of them: 768×768 text to image (shown in first tweet) 512×512 base model. Use it for faster results or to use less memory. In-painting specialist model. x4 upscaler (Depth-Estimation coming soon!)
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Stable Diffusion 2 Depth Estimation Coming to Diffusers
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The last model performs depth estimation to create high quality image masks. Coming soon to diffusers! For in-detail information and examples check the Stable Diffusion 2 doc page: https://
huggingface.co/docs/diffusers
/api/pipelines/stable_diffusion_2
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Comparing Stable Diffusion 1.5 vs 2.0 Image Generation Quality
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easy to compare a lot of images from both models on http://
stableboost.ai , e.g. "cute dog cooking tacos, photorrealistic", grid of boosted images from 1.5 (left) and 2.0 (right). 2.0 looking more distorted, cartoony, simpler, ignores text more. may need more prompt engineering