zwitschi
85a8437cbc
Two tools that turn character work into something measurable. - Tools/comfyui_character_blueprint.py generates a four-view sheet (front, side, back, head) plus a contact sheet from one description, with fixed seeds and a JSON record of prompts and prompt ids. First sheet: 'GigLine walker', lean pedestrian in a navy tee, jeans and sneakers. - Tools/character_match.py compares a rendered character against a sheet: figure aspect, fill and coverage deltas, mean CIE76 colour distance, dominant-palette distance, and a side-by-side montage. The deltas stay separate on purpose - a single similarity score between a photoreal sheet and a low-detail body would be a number with no meaning. - comfyui_generate.py grew wait_for_image() so both tools share the polling path instead of duplicating it. - 13 unit tests for the colour maths, masks and palette; 95 tool tests pass. First real result, recorded rather than smoothed over: aspect delta 1.24, fill delta 0.12, mean deltaE 31.9, palette deltaE 25.4. The montage shows the reason - the model is a nude body and the blueprint wears a tee and jeans, so clothing dominates every metric. Figure segmentation is explicit (--render-box): auto-detection picked backdrop blobs on every attempt, and a background plate is the proper fix.
37 lines
2.6 KiB
JSON
37 lines
2.6 KiB
JSON
{
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"character": "GigLine walker",
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"description": "lean adult pedestrian, short dark hair, olive skin, plain navy t-shirt, dark jeans, worn sneakers",
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"model": "juggernautXL_ragnarok.safetensors",
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"views": {
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"front": {
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"file": "Art/characters/blueprints/front.png",
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"seed": 101,
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"prompt": "GigLine walker, lean adult pedestrian, short dark hair, olive skin, plain navy t-shirt, dark jeans, worn sneakers, full body front view, neutral standing pose, arms at sides, even studio light, plain light grey background, character sheet",
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"negative": "multiple people, crowd, text, watermark, signature, blurry, low quality, cropped limbs, extra limbs, deformed hands, cartoon, anime, logo",
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"prompt_id": "ff81a0c1-e4d7-4740-9310-806c11600539"
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},
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"side": {
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"file": "Art/characters/blueprints/side.png",
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"seed": 202,
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"prompt": "GigLine walker, lean adult pedestrian, short dark hair, olive skin, plain navy t-shirt, dark jeans, worn sneakers, full body side profile view, neutral standing pose, arms at sides, even studio light, plain light grey background, character sheet",
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"negative": "multiple people, crowd, text, watermark, signature, blurry, low quality, cropped limbs, extra limbs, deformed hands, cartoon, anime, logo",
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"prompt_id": "cdd0bfac-446b-4c5a-8375-37fb5c70a75e"
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},
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"back": {
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"file": "Art/characters/blueprints/back.png",
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"seed": 303,
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"prompt": "GigLine walker, lean adult pedestrian, short dark hair, olive skin, plain navy t-shirt, dark jeans, worn sneakers, full body back view, neutral standing pose, arms at sides, even studio light, plain light grey background, character sheet",
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"negative": "multiple people, crowd, text, watermark, signature, blurry, low quality, cropped limbs, extra limbs, deformed hands, cartoon, anime, logo",
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"prompt_id": "069bc59d-93bb-41ce-a95b-f5b2e8194982"
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},
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"head": {
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"file": "Art/characters/blueprints/head.png",
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"seed": 404,
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"prompt": "GigLine walker, lean adult pedestrian, short dark hair, olive skin, plain navy t-shirt, dark jeans, worn sneakers, head and shoulders portrait, front view, neutral expression, even studio light, plain light grey background",
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"negative": "multiple people, crowd, text, watermark, signature, blurry, low quality, cropped limbs, extra limbs, deformed hands, cartoon, anime, logo",
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"prompt_id": "39ab3ba6-5e6f-4a69-bdbb-b2faf4318dc0"
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}
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},
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"contact_sheet": "Art/characters/blueprints/contact-sheet.png",
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"note": "generated locally by Tools/comfyui_character_blueprint.py; record the model licence in THIRD_PARTY_NOTICES.md before shipping"
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} |