⚠️ This is a img2img only model — text2img will not work
depth2img preserves the overall form of an image by using auto-generated depth maps.
See screenshots. Often you can get amazing results with very simple prompts.
Tips:
Set Denoising strength = 1 (unless you want to save colors from original image)
512x512 resolution
Best works with volumetric images: 3D renders, photos
Not very good with flat colored 2D art
depth2img pruned is a highly specialized Image generation AI Model of type Safetensors / Checkpoint AI Model created by AI community user peeledkot. Derived from the powerful Stable Diffusion (SD 2.0) model, depth2img pruned has undergone an extensive fine-tuning process, leveraging the power of a dataset consisting of images generated by other AI models or user-contributed data. This fine-tuning process ensures that depth2img pruned is capable of generating images that are highly relevant to the specific use-cases it was designed for, such as depth2img, img2img.
With a rating of 5 and over 1 ratings, depth2img pruned is a popular choice among users for generating high-quality images from text prompts.
Yes! You can download the latest version of depth2img pruned from here.
To use depth2img pruned, download the model checkpoint file and set up an UI for running Stable Diffusion models (for example, AUTOMATIC1111). Then, provide the model with a detailed text prompt to generate an image. Experiment with different prompts and settings to achieve the desired results. If this sounds a bit complicated, check out our initial guide to Stable Diffusion – it might be of help. And if you really want to dive deep into AI image generation and understand how set up AUTOMATIC1111 to use Safetensors / Checkpoint AI Models like depth2img pruned, check out our crash course in AI image generation.
Original model: https://huggingface.co/stabilityai/stable-diffusion-2-depth
I pruned it to float16 so it doesn't crash a1111 in google colab now.
The yaml is v2-midas-inference: https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/configs/stable-diffusion/v2-midas-inference.yaml
Go ahead and upload yours!
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