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| import textwrap | |
| def get_parser_description(): | |
| return textwrap.dedent( | |
| """\ | |
| ***Stable Diffusion Local Editor*** | |
| ** Examples (Sginel run, single region): | |
| # To locate the car at top right of the image | |
| python ./bin/SdEditorCmd.py -roi "0.5,1.0,0.0,0.5" -ei "1,2,3" -nt "10" -s "2.0" -ns 15 -p "A yellow car on a bridge" -m | |
| ** Example (Single run, multiple regions) | |
| The following arugment flags are part of regioning strategy controlling the effects of specific region during attention editing step. | |
| Their length must be the same, otherwise the program will be terminated. | |
| --num-trailing-attn (-nt) # a string of integers | |
| --noise-scale (-s) # a string of floats | |
| --edit-index (-ei) # multiple strings of integers | |
| --region-of-interest (-roi) # multiple strings of integers | |
| # Two region case | |
| python ./bin/SdEditorCmd.py -roi "0.4,0.7,0.1,0.5" "0.4,0.7,0.5,0.9" -ei "2,3" "8,9" -nt "30,30" -ns 10 -s "1.0,1.0" -p "A red cube on top of a blue sphere" -m -sd 2483964026830 | |
| ** Examples (Grid Search): | |
| The following arguments are part of the grid search method to speed up the experimental efficiency: | |
| --num-trailing-attn (-nt) | |
| --noise-scale(-s) | |
| --num-affected-steps(-ns) | |
| --diffusion-steps (-ds) | |
| # The following command will run four times with varied options of -nt and -ns | |
| python ./bin/SdEditorCmd.py -roi "0.5,1.0,0.0,0.5" -ei "1,2,3" -nt 5 10 20 -ns 5 10 -s 2.5 -p "A yellow car running on a bridge" -m | |
| ** Others | |
| Using -m flag will draw the metadata on the saved image for quick reference. | |
| Using -is flag will show the final result after each diffusion run | |
| ** Lazy search | |
| We offer a lazy grid search command at the initial experiment stage, for instance | |
| # for large number of parameters | |
| python ./bin/SdEditorCmd.py -roi "0.4,0.7,0.1,0.5" "0.4,0.7,0.5,0.9" -ei "2,3" "8,9" -p "A red cube on top of a blue sphere" -l1 | |
| # relatively smaller number of parameters | |
| python ./bin/SdEditorCmd.py -roi "0.4,0.7,0.1,0.5" "0.4,0.7,0.5,0.9" -ei "2,3" "8,9" -p "A red cube on top of a blue sphere" -l2 | |
| This also contains -m function | |
| See more examples under scripts/sdeditor-example.sh | |
| """ | |
| ) | |