And in third and last place we have the triple spirals, each one joined at its end to form a triangle.

It is a connection signifying the relationship between day and night, the feminine and the masculine as well as birth and death. Just where the first spiral ends, the second begins. Its design is very similar to the Ying Yang symbol. The second type of spiral that we discuss is the double one. For the Mayans, the simple spiral represented the beginning of a new cycle, while for the Polynesians it was associated with immortality. Depending on the type of spiral that we tattoo, its symbolism can vary significantly as we will see below: What types of spirals are there? Simple, double and triple. Other meanings attributed to spiral tattoos is that they symbolize magic, dreams and personal wishes. Within the world of tattoos and if we take a look at the Celtic culture, we will see that the spirals refer to the infinite and eternal. And not to mention the shape of some galaxies. Spirals are present in many aspects of nature, plants, animals, rocks, etc. Whether it is a tattoo of a simple spiral or any other object that creates the shape of the spiral, they represent the same meaning and, in some cases, are combined with the symbolism of other objects. A type of tattoo that, although it is not very common, as we will comment later, has a very interesting meaning. Today we will talk about spiral tattoos and their meaning. This procedure can also be seen as a kind of language-guided search, and can have a dramatic impact on sample quality.When it comes to tattooing shapes, whether geometric or not, there are some that tend to stand out from the rest due to the symbolism and meaning that are given to them in different cultures and regions of the planet. Similar to the rejection sampling used in VQVAE-2, we use CLIP to rerank the top 32 of 512 samples for each caption in all of the interactive visuals. al explores sampling-based strategies for image generation that leverage pretrained multimodal discriminative models. Other work incorporates additional sources of supervision during training to improve image quality. This is interesting to compare to our reranking with CLIP, which is done offline. AttnGAN incorporates attention between the text and image features, and proposes a contrastive text-image feature matching loss as an auxiliary objective. StackGAN and StackGAN++ use multi-scale GANs to scale up the image resolution and improve visual fidelity. The embeddings are produced by an encoder pretrained using a contrastive loss, not unlike CLIP.

al, whose approach uses a GAN conditioned on text embeddings. Text-to-image synthesis has been an active area of research since the pioneering work of Reed et. We provide more details about the architecture and training procedure in our paper. DALL♾ uses the standard causal mask for the text tokens, and sparse attention for the image tokens with either a row, column, or convolutional attention pattern, depending on the layer. The attention mask at each of its 64 self-attention layers allows each image token to attend to all text tokens. Finally, the transformations “a sketch of the animal” and “a cell phone case with the animal” explore the use of this capability for illustrations and product design.ĭALL♾ is a simple decoder-only transformer that receives both the text and the image as a single stream of 1280 tokens-256 for the text and 1024 for the image-and models all of them autoregressively. Those that only change the color of the animal, such as “animal colored pink,” are less reliable, but show that DALL♾ is sometimes capable of segmenting the animal from the background. Other transformations, such as “animal with sunglasses” and “animal wearing a bow tie,” require placing the accessory on the correct part of the animal’s body. This works less reliably, and for several of the photos, DALL♾ only generates plausible completions in one or two instances. The transformation “animal in extreme close-up view” requires DALL♾ to recognize the breed of the animal in the photo, and render it up close with the appropriate details. The most straightforward ones, such as “photo colored pink” and “photo reflected upside-down,” also tend to be the most reliable, although the photo is often not copied or reflected exactly. We find that DALL♾ is able to apply several kinds of image transformations to photos of animals, with varying degrees of reliability.

Tool spiral tattoo