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| # API |
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| Stable diffusion webui์ API๋ฅผ ์ด์ฉํ์ฌ ์ด๋ฏธ์ง๋ฅผ ์์ฑํ๋ ๊ฒฝ์ฐ ์๋์ ๊ฐ์ด BMAB๋ฅผ ์ฌ์ฉํ์ฌ API Call์ ํ ์ ์์ต๋๋ค. |
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| ```python |
| import requests |
| import json |
| import base64 |
| |
| |
| prompt = ''' |
| 1girl |
| ''' |
| negative_prompt = '(worst quality, low quality:1.4),' |
| |
| txt2img = { |
| 'prompt': prompt, |
| 'negative_prompt': negative_prompt, |
| 'steps': 20, |
| 'width': 512, |
| 'height': 768, |
| 'cfg_scale': 7, |
| 'seed': -1, |
| 'sampler_index': 'DPM++ SDE Karras', |
| 'script_name': None, |
| 'alwayson_scripts': { |
| 'BMAB': { |
| 'args': [ |
| { |
| 'enabled': True, |
| 'face_detailing_enabled': True, |
| } |
| ] |
| } |
| } |
| } |
| |
| response = requests.post('http://localhost:7860/sdapi/v1/txt2img', data=json.dumps(txt2img)) |
| print(response) |
| j = response.json() |
| b64_image = j['images'][0] |
| |
| |
| with open('test.png', 'wb') as image_file: |
| image_file.write(base64.b64decode(b64_image)) |
| |
| ``` |
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| BAMB์ Argument๋ ์ ์ฅ๋ ์ค์ ํ์ผ๊ณผ ๋์ผํ๋ฉฐ, |
| ์ด๊ฒ์ ๊ธฐ๋ฐ์ผ๋ก ๋ชจ๋ ์ค์ ์ ์ฌ์ฉํ ์ ์์ต๋๋ค. ์ค์ ์ ์๋ ๊ฒฝ์ฐ ๊ธฐ๋ณธ๊ฐ์ ์ฌ์ฉํฉ๋๋ค. |
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| ์๋๋ json ํํ์ ๊ธฐ๋ณธ ์ค์ ๊ฐ์
๋๋ค. |
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| ```json |
| { |
| "enabled": false, |
| "preprocess_checkpoint": "Use same checkpoint", |
| "preprocess_vae": "Use same vae", |
| "txt2img_noise_multiplier": 1, |
| "txt2img_extra_noise_multiplier": 0, |
| "txt2img_filter_hresfix_before_upscale": "None", |
| "txt2img_filter_hresfix_after_upscale": "None", |
| "resample_enabled": false, |
| "module_config": { |
| "resample_opt": { |
| "save_image": false, |
| "hiresfix_enabled": false, |
| "checkpoint": "Use same checkpoint", |
| "vae": "Use same vae", |
| "method": "txt2img-1pass", |
| "filter": "None", |
| "prompt": "", |
| "negative_prompt": "", |
| "sampler": "Use same sampler", |
| "upscaler": "BMAB fast", |
| "steps": 20, |
| "cfg_scale": 7, |
| "denoising_strength": 0.75, |
| "strength": 0.5, |
| "begin": 0.1, |
| "end": 0.9 |
| }, |
| "pretraining_opt": { |
| "hiresfix_enabled": false, |
| "pretraining_model": "Select Model", |
| "prompt": "", |
| "negative_prompt": "", |
| "sampler": "Use same sampler", |
| "steps": 20, |
| "cfg_scale": 7, |
| "denoising_strength": 0.75, |
| "dilation": 4, |
| "box_threshold": 0.35 |
| }, |
| "resize_intermediate_opt": { |
| "resize_by_person": true, |
| "method": "stretching", |
| "alignment": "bottom", |
| "filter": "None", |
| "scale": 0.85, |
| "denoising_strength": 0.75 |
| }, |
| "refiner_opt": { |
| "checkpoint": "Use same checkpoint", |
| "keep_checkpoint": true, |
| "prompt": "", |
| "negative_prompt": "", |
| "sampler": "Use same sampler", |
| "upscaler": "BMAB fast", |
| "steps": 20, |
| "cfg_scale": 7, |
| "denoising_strength": 0.75, |
| "scale": 1, |
| "width": 0, |
| "height": 0 |
| }, |
| "person_detailing_opt": { |
| "best_quality": false, |
| "force_1:1": false, |
| "block_overscaled_image": true, |
| "auto_upscale": true, |
| "scale": 4, |
| "dilation": 3, |
| "area_ratio": 0.1, |
| "limit": 1, |
| "background_color": 1, |
| "background_blur": 0 |
| }, |
| "person_detailing": { |
| "denoising_strength": 0.4, |
| "cfg_scale": 7 |
| }, |
| "face_detailing_opt": { |
| "best_quality": false, |
| "sort_by": "Score", |
| "limit": 1, |
| "prompt0": "", |
| "negative_prompt0": "", |
| "prompt1": "", |
| "negative_prompt1": "", |
| "prompt2": "", |
| "negative_prompt2": "", |
| "prompt3": "", |
| "negative_prompt3": "", |
| "prompt4": "", |
| "negative_prompt4": "", |
| "override_parameter": false, |
| "sampler": "Use same sampler", |
| "detection_model": "BMAB Face(Normal)", |
| "dilation": 4, |
| "box_threshold": 0.35, |
| "skip_large_face": false, |
| "large_face_pixels": 0.26 |
| }, |
| "face_detailing": { |
| "width": 512, |
| "height": 512, |
| "cfg_scale": 7, |
| "steps": 20, |
| "mask_blur": 4, |
| "inpaint_full_res": "Only masked", |
| "inpaint_full_res_padding": 32, |
| "denoising_strength": 0.4 |
| }, |
| "hand_detailing_opt": { |
| "block_overscaled_image": true, |
| "best_quality": false, |
| "detailing_method": "subframe", |
| "auto_upscale": true, |
| "scale": 4, |
| "box_threshold": 0.3, |
| "dilation": 0.1, |
| "additional_parameter": "" |
| }, |
| "hand_detailing": { |
| "prompt": "", |
| "negative_prompt": "", |
| "denoising_strength": 0.4, |
| "cfg_scale": 7, |
| "inpaint_full_res": "Only masked", |
| "inpaint_full_res_padding": 32 |
| }, |
| "controlnet": { |
| "enabled": false, |
| "with_refiner": false, |
| "noise": false, |
| "noise_strength": 0.4, |
| "noise_begin": 0.1, |
| "noise_end": 0.9 |
| }, |
| "resize_by_person_opt": { |
| "mode": "Inpaint", |
| "scale": 0.85, |
| "denoising_strength": 0.6, |
| "dilation": 30 |
| } |
| }, |
| "pretraining_enabled": false, |
| "edge_flavor_enabled": false, |
| "edge_low_threadhold": 50, |
| "edge_high_threadhold": 200, |
| "edge_strength": 0.5, |
| "resize_intermediate_enabled": false, |
| "refiner_enabled": false, |
| "contrast": 1, |
| "brightness": 1, |
| "sharpeness": 1, |
| "color_saturation": 1, |
| "color_temperature": 0, |
| "noise_alpha": 0, |
| "noise_alpha_final": 0, |
| "input_image": null, |
| "blend_enabled": false, |
| "blend_alpha": 1, |
| "detect_enabled": false, |
| "masking_prompt": "", |
| "person_detailing_enabled": false, |
| "face_detailing_enabled": false, |
| "face_detailing_before_hiresfix_enabled": false, |
| "hand_detailing_enabled": false, |
| "resize_by_person_enabled": false, |
| "upscale_enabled": false, |
| "detailing_after_upscale": true, |
| "upscaler_name": "None", |
| "upscale_ratio": 1.5, |
| "config_file": "test", |
| "preset": "None" |
| } |
| ``` |
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