Shypd.aiThe largest open index of AI toolsICCV2019-LearningToPaint is an Image Generation tool that teaches machines to paint using model-based deep reinforcement learning. It employs a neural renderer to determine stroke position and color.
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ICCV2019-LearningToPaint is an open-source project that explores teaching machines to paint like human artists. Utilizing model-based deep reinforcement learning (DRL) and a neural renderer, the system learns to determine the optimal position and color for each stroke, making long-term plans to decompose complex images into a series of strokes. The project demonstrates that excellent visual effects can be achieved with hundreds of strokes, without requiring human painter experience or stroke tracking data. It provides resources for testing and training, including pre-trained models and instructions for setting up a differentiable painting environment and training the paint agent.
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