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Add ControlNet tile model handling to img2img and inpaint modes #65

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Add ControlNet tile model handling to img2img and inpaint modes #65

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dfadf49
Add ControlNet tile model handling to img2img and inpaint modes
Danamir May 17, 2023
b20fa55
Added support for ControlNet lineart, scribble, and openpose (face on…
Danamir May 18, 2023
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76 changes: 76 additions & 0 deletions src/GenerateTab.vue
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -197,6 +197,51 @@
</sp-label>
</sp-slider>

<div class="form__radio-buttons">
<sp-label slot="label">ControlNet mode</sp-label>

<sp-button
v-for="cnM in cnModes" :key="cnM" size="s"
:variant="cnMode === cnM ? 'cta' : 'primary'"
@click="changeRadioButton('cnMode', cnM)"
>
{{ cnM }}
</sp-button>
</div>

<sp-slider
v-show="cnMode !== 'disabled'"
v-model-custom-element="cnWeight" show-value="false" step="5"
min="1" max="99"
>
<sp-label slot="label" class="label">
Weight
<sp-label class="value">{{ cnWeight/100 }}</sp-label>
</sp-label>
</sp-slider>

<sp-slider
v-show="cnMode !== 'disabled'"
v-model-custom-element="cnGuidanceStart" show-value="false" step="5"
min="1" max="99"
>
<sp-label slot="label" class="label">
Guidance start
<sp-label class="value">{{ cnGuidanceStart/100 }}</sp-label>
</sp-label>
</sp-slider>

<sp-slider
v-show="cnMode !== 'disabled'"
v-model-custom-element="cnGuidanceEnd" show-value="false" step="5"
min="1" max="99"
>
<sp-label slot="label" class="label">
Guidance end
<sp-label class="value">{{ cnGuidanceEnd/100 }}</sp-label>
</sp-label>
</sp-slider>

<div class="form__save-images-option">
<sp-checkbox :checked="isSaveImagesLocally" @input="toggleIsSaveImagesLocally">
Save generated images locally
Expand Down Expand Up @@ -287,6 +332,28 @@ export default {
imagesNumber: 4,
styles: [],

cnModes: ['disabled', 'tile', 'openface', 'openpose', 'lineart', 'scribble'],
cnMode: 'disabled',
cnWeight: 100,
cnGuidanceStart: 0,
cnGuidanceEnd: 100,
cnModules: {
disabled: undefined,
tile: undefined,
lineart: 'lineart_coarse',
openpose: 'openpose_full',
openface: 'openpose_faceonly',
scribble: 'pidinet_sketch',
},
cnModels: {
disabled: undefined,
tile: 'control_v11f1e_sd15_tile_fp16',
lineart: 'control_v11p_sd15_lineart_fp16',
openpose: 'control_v11p_sd15_openpose_fp16',
openface: 'control_v11p_sd15_openpose_fp16',
scribble: 'control_v11p_sd15_scribble_fp16',
},

generatedImages: [],
currentGeneratedImageIndex: 0,
currentLayerId: null,
Expand Down Expand Up @@ -398,7 +465,11 @@ export default {
this.currentSampler = storage.localStorage.getItem('currentSampler') || this.currentSampler;
this.imagesNumber = storage.localStorage.getItem('imagesNumber') || this.imagesNumber;
this.currentMode = storage.localStorage.getItem('currentMode') || this.currentMode;
this.denoisingStrength = storage.localStorage.getItem('denoisingStrength') || this.denoisingStrength;
this.isSaveImagesLocally = storage.localStorage.getItem('isSaveImagesLocally') || this.isSaveImagesLocally;
this.cnWeight = storage.localStorage.getItem('cnWeight') || this.cnWeight;
this.cnGuidanceStart = storage.localStorage.getItem('cnGuidanceStart') || this.cnGuidanceStart;
this.cnGuidanceEnd = storage.localStorage.getItem('cnGuidanceEnd') || this.cnGuidanceEnd;

this.getTempAndDataFolders();

Expand Down Expand Up @@ -596,6 +667,11 @@ export default {
}

let resDataImages = res.data.images;

// if (this.cnMode !== 'disabled') {
// resDataImages.pop(); // last image is controlNet input image
// }

if (this.isSaveImagesLocally) {
await this.saveGeneratedImagesLocally(resDataImages, JSON.parse(res.data.info).all_seeds);
}
Expand Down
24 changes: 24 additions & 0 deletions src/maskGeneratorMixin.js
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Original file line number Diff line number Diff line change
Expand Up @@ -139,6 +139,10 @@ export default {
storage.localStorage.setItem('currentSampler', this.currentSampler);
storage.localStorage.setItem('imagesNumber', this.imagesNumber);
storage.localStorage.setItem('currentMode', this.currentMode);
storage.localStorage.setItem('denoisingStrength', this.denoisingStrength);
storage.localStorage.setItem('cnWeight', this.cnWeight);
storage.localStorage.setItem('cnGuidanceStart', this.cnGuidanceStart);
storage.localStorage.setItem('cnGuidanceEnd', this.cnGuidanceEnd);

this.updateProgress();

Expand Down Expand Up @@ -180,8 +184,28 @@ export default {
override_settings: {},
sampler_index: this.currentSampler,
include_init_images: false,
alwayson_scripts: {},
};

if (this.imagesNumber > 1 && img2imgData.prompt === '') {
img2imgData.prompt = 'prompt'; // fake prompt to avoid batch crash
}

if (this.cnMode !== 'disabled') {
img2imgData.alwayson_scripts.controlnet = {
args: [
{
weight: this.cnWeight / 100,
guidance_start: this.cnGuidanceStart / 100,
guidance_end: this.cnGuidanceEnd / 100,
module: this.cnModules[this.cnMode],
pixel_perfect: true,
model: this.cnModels[this.cnMode],
},
],
};
}

await this.sendData(img2imgData, 'img2img');
}

Expand Down