Image generation overview
Image generation has been a fascinating and rapidly evolving field. Since the dawn of advanced deep learning techniques and increasing computational power, machines have gained the remarkable ability to create highly realistic and sophisticated images from scratch or based on textual prompts. This ability has opened up a vast array of applications across various domains, including the creative industries, media and entertainment, advertising, product packaging, and many others.
The history of image generation can be traced back to early developments in computer vision and pattern recognition. Researchers and scientists have long sought to understand and replicate the human visual perception system, paving the way for the initial techniques in image synthesis and manipulation. However, the true breakthrough in image generation came with the emergence of deep learning, specifically the introduction of GANs and VAEs.
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