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Stable Diffusion Depth2img

jagilley

AI model preview image
The stable-diffusion-depth2img model is a text-to-image model that can generate variations of an input image while retaining the shape and depth of the original image. The model achieves this by applying stable diffusion, which is a diffusion process that propagates colors while preserving the underlying structure. This model can be useful for tasks that require generating diverse images while maintaining important visual features.

Use cases

The stable-diffusion-depth2img model can be applied to a range of use cases in the field of computer vision. One use case could be in the field of graphic design where designers need to create variations of an image while preserving the overall composition and structure. Another possible use case could be in the domain of virtual reality and augmented reality, where realistic and diverse images are required to enhance the immersive experience for users. Additionally, the model could be valuable in the context of image synthesis for training data augmentation, where diverse images are needed to improve the performance and generalization of deep learning models. Based on this model, potential practical applications could include an image editing tool that allows users to effortlessly generate variations of their input images while retaining the desired visual characteristics. Another application could be an artistic rendering tool that transforms existing images into unique and visually appealing artworks while retaining the essence of the original composition.

Pricing

Cost per run
$0.0322
USD
Avg run time
14
Seconds
Hardware
Nvidia A100 (40GB) GPU
Prediction

Creator Models

ModelCostRuns
Controlnet Hed$0.0184391,201
Controlnet Normal$0.0368328,635
Controlnet Pose$0.0391168,063
Stable Diffusion Upscaler$?3,136
Controlnet Seg$0.0368162,983

Similar Models

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Try it!

You can use this area to play around with demo applications that incorporate the Stable Diffusion Depth2img model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Currently, there are no demos available for this model.

Overview

Summary of this model and related resources.

PropertyValue
Creatorjagilley
Model NameStable Diffusion Depth2img
Description
Create variations of an image while preserving shape and depth
Tags
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided

Popularity

How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

PropertyValue
Runs52,748
Model Rank
Creator Rank

Cost

How much does it cost to run this model? How long, on average, does it take to complete a run?

PropertyValue
Cost per Run$0.0322
Prediction HardwareNvidia A100 (40GB) GPU
Average Completion Time14 seconds