Inviting Industry Experts to Share Insights and Advice

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However, Pixel Cake is positioned as an intelligent batch processing tool with a low threshold and high efficiency. Its emergence fills the gap in the needs of mid-range users in the current market, and the innovation point is particularly highlighted as a differentiation. . PS and LR/C are widely recognized as benchmarks in the field of professional photography and design Whether the strategy of integrating PS functions into cookies is sufficient to lead to a mass migration of user habits is still under question. User value = new experience – about experience – cost of change .



Optimization direction Improving efficiency + empowering data jordan phone numbers to avoid unnecessary repeated operations Through AI technology, it helps users automatically filter photos that best suit their needs and improves workflow efficiency. For example, after a user uploads a large number of photos, the system can automatically conduct a preliminary review based on common aesthetic standards and recommend the best photos. Or a personalized learning function similar to Aftershoot, which gradually understands the user's photo retouching style, thereby providing more accurate AI photo retouching suggestions. . Solution The introduction of LoRA can filter images that meet the "design intent" based on the photographer's aesthetic preferences, reducing the risk of accidental deletion.



LoRA concept: It is a fine-tuning technology that can be fine-tuned with a small amount of data without significantly modifying the original model and has high training efficiency.This is very suitable for the customized aesthetic requirements of photographers. 5. Requirements Overview Canvas Business Value: 6. Divergent Opinion Question: Is it possible to build an image editing workflow with draggable modules? Technical Architecture: Modular Design: Each image editing function color correction, face slimming, acne removal, etc. can be abstracted into an independent "module". These modules can be used as draggable nodes, and users can connect these nodes by dragging and dropping to build their own workflow.