dalle2_outpaint
Scripts/tools for dalle2 outpainting
outpaint.sh
Instructions
This shell script, which uses imagemagick, can be used for 1 (1912x1912) or 2 (2868x2868) layers of square outpainting each step of the process (see illustration below) involves the following steps:
- Cropping out the region that needs to be outfilled
- (outside script) Upload image to OpenAI for outfill. Choose your favorite result.
- (outside script) View source of html to download the webp version of the image without the OpenAI watermark in the corner
- Add the new outfilled image to the collage
- Repeat until complete
Each step of the script uses filename that correspond to the section in the illustration below. So for example:
- 2.png is the file you will upload to OpenAI in step 2 above
- 2.webp is the file you will download from OpenAI in step 3
- o2.png is the collage with 2.webp added
For now the user has to run these commands manually in an iterative fashion since there are steps that need to be run by the human and there is no api access to allow for automation at this time. In the future this could potentially become a semi-automated webapp.
Illustration
Output
There will be 2 main output files of the process:
- stage1.png (this includes the inner square of 1-4)
- final.png (this includes the full outpainting of 1-13)
Example output
Original image
After step 5
Final image
Dalle2 zoom outpainting.ipynb
Instructions
This jupyter notebook can be used to generate animated zoom outpainting. Detailed instructions are included within.
To build and start a docker container that includes all the dependencies run
docker-compose up --build notebook
Illustration
See mp4 version of the results here.