When it comes to lighting variations, DALL·E 2 leverages sophisticated neural networks to understand and adjust to different lighting conditions. This allows it to generate images that appear natural and well-lit, regardless of the lighting in the input image.
Regarding color variations, DALL·E 2 uses a color transformation module that can manipulate and transform colors in the generated images. It can adjust hues, saturations, and brightness levels to create visually appealing and diverse color schemes.
Texture variations are handled through a texture synthesis network in DALL·E 2. This network learns to capture and reproduce intricate textures, such as fur, fabric, or surfaces, in generated images. By understanding and replicating textures effectively, DALL·E 2 ensures that the images it generates are rich in detail and realistic.