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ControlNet-v1-1. like. 3.31k. License: openrail. Model card Files Community. 120. Edit model card. This is the model files for ControlNet 1.1 . This model card will be filled in a more detailed way after 1.1 is officially merged into ControlNet.
To mitigate this issue, we have a new Stable Diffusion based neural network for image generation, ControlNet . ControlNet is a new way of conditioning input images and prompts for image generation. It allows us to control the final image generation through various techniques like pose, edge detection, depth maps, and many more. Figure 1.
1 de abr. de 2023 · Let's get started. 1. Download ControlNet Models. Download the ControlNet models first so you can complete the other steps while the models are downloading. Keep in mind these are used separately from your diffusion model. Ideally you already have a diffusion model prepared to use with the ControlNet models.
A ControlNet model has two sets of weights (or blocks) connected by a zero-convolution layer: a locked copy keeps everything a large pretrained diffusion model has learned; a trainable copy is trained on the additional conditioning input; Since the locked copy preserves the pretrained model, training and implementing a ControlNet on a new conditioning input is as fast as finetuning any other ...
controlnet_conditioning_scale (float or List[float], optional, defaults to 0.5) — The outputs of the ControlNet are multiplied by controlnet_conditioning_scale before they are added to the residual in the original unet. If multiple ControlNets are specified in init, you can set the corresponding scale as a list.
10 de feb. de 2023 · View PDF Abstract: We present ControlNet, a neural network architecture to add spatial conditioning controls to large, pretrained text-to-image diffusion models. ControlNet locks the production-ready large diffusion models, and reuses their deep and robust encoding layers pretrained with billions of images as a strong backbone to learn a diverse set of conditional controls.
Controlnet, Sistema de Gestión para distribuidores de telefonía móvil. Introduzca sus datos para iniciar sesión en Controlnet: Empresa.
