jagilley / stable-diffusion-depth2img

Create variations of an image while preserving shape and depth

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Total runs: 57.2K
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7-day runs: 0
30-day runs: 0
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Model's Last Updated: January 27 2023

Introduction of stable-diffusion-depth2img

Model Details of stable-diffusion-depth2img

Readme

Create variations of an image while preserving shape and depth.

This stable-diffusion-2-depth model is resumed from stable-diffusion-2-base (512-base-ema.ckpt) and finetuned for 200k steps. Added an extra input channel to process the (relative) depth prediction produced by MiDaS (dpt_hybrid) which is used as an additional conditioning.

  • Developed by : Robin Rombach, Patrick Esser
  • Model type : Diffusion-based text-to-image generation model
  • Language(s) : English
  • License : CreativeML Open RAIL++-M License
  • Model Description : This is a model that can be used to generate and modify images based on text prompts. It is a Latent Diffusion Model that uses a fixed, pretrained text encoder (OpenCLIP-ViT/H).
  • Resources for more information : GitHub Repository .
Intended use

See stability-ai/stable-diffusion for direct use, misuse, malicious use, out-of-scope use, limitations, and bias.

Pricing of stable-diffusion-depth2img replicate.com

Run time and cost

This model costs approximately $0.0043 to run on Replicate, or 232 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker .

This model runs on Nvidia A100 (80GB) GPU hardware . Predictions typically complete within 4 seconds.

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stable-diffusion-depth2img replicate.com

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stable-diffusion-depth2img install

stable-diffusion-depth2img is an open source model from GitHub that offers a free installation service, and any user can find stable-diffusion-depth2img on GitHub to install. At the same time, replicate.com provides the effect of stable-diffusion-depth2img install, users can directly use stable-diffusion-depth2img installed effect in replicate.com for debugging and trial. It also supports api for free installation.

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