Mushfiq Sajib
Mushfiq Sajib

@mushfiq_sajib

11 Tweets 1 reads Dec 16, 2023
Google just announced a massive update of Imagen 2.
Their latest version of text-to-image generation.
Let’s see the mind-boggling features of Imagen 2: ⤵️
1️⃣ High-quality Images:
Imagen 2 can achieve accurate, high-quality photorealistic outputs with improved image+text understanding and a variety of novel training and modeling techniques.
2️⃣ Logo generation:
Imagen 2 can generate a wide variety of creative and realistic logos — including emblems, lettermarks, and abstract logos.
It also has the ability to overlay these logos onto products, clothing, business cards, and other surfaces.
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3️⃣ More realistic image generation:
Imagen 2’s dataset and model have delivered improvements in many of the areas that text-to-image tools often struggle with.
This includes rendering realistic hands and human faces and keeping images free of distracting visual artifacts.
4️⃣ Text rendering support:
Text-to-image technologies often have difficulty correctly rendering text.
Imagen 2 solves this problem, which can give users a deeper level of control for branding and messaging.
5️⃣ Improved image-caption understanding:
Imagen 2’s enhanced image understanding capabilities enable users to create descriptive, long-form captions and get detailed answers to questions about elements within the image.
6️⃣ Fluid style conditioning:
Imagen 2’s diffusion-based techniques provide a high degree of flexibility.
By providing reference-style images in combination with a text prompt, we can condition Imagen 2 to generate new imagery that follows the same style.
7️⃣ Advanced inpainting and outpainting:
Imagen 2 also enables ‘inpainting’ and ‘outpainting’.
By providing a reference image and an image mask, users can generate new content directly into the original image with inpainting, or extend the original image with outpainting.
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