Controlnet Depth2img


AI model preview image
The controlnet-depth2img model is an image-to-image translation model that allows you to modify images using depth maps. By inputting an image and its corresponding depth map, the model can generate modified versions of the image based on the provided depth information. This can be useful for tasks such as image editing, depth-based inpainting, or generating 3D-like effects in images. The model has been trained on a large dataset of images and depth maps to learn the appropriate mappings between them.

Use cases

The controlnet-depth2img model has several potential use cases for technical audiences. For image editing, the model can be used to enhance or modify images based on their depth maps, allowing for precise adjustments in different areas of the image. Depth-based inpainting is another application, where the model can fill in missing areas in an image based on the surrounding depth information, resulting in seamless and realistic inpainting results. Additionally, the model can generate 3D-like effects in images by manipulating the depth maps and generating corresponding modified images. This can be useful for creating virtual reality or augmented reality experiences, or for adding depth and dimension to static images. With its versatility and ability to handle a wide range of image manipulation tasks, the controlnet-depth2img model has the potential to give rise to innovative products and practical uses in various industries such as photography, graphic design, and computer-generated imagery.



Cost per run
Avg run time
Nvidia A100 (40GB) GPU

Creator Models

Controlnet Hough$0.02078,447,391
Controlnet Seg$0.0368123,507
Stable Diffusion Depth2img$0.032250,528
Controlnet Normal$0.0368262,272

Similar Models

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Currently, there are no demos available for this model.


Summary of this model and related resources.

Model NameControlnet Depth2img
Modify images using depth maps
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided


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

Model Rank
Creator Rank


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

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