Genur.art

"""Render the LCS pipeline as a compact flow diagram (PNG).""" import os from PIL import Image, ImageDraw, ImageFont W, H = 980, 1150 BG = (250, 250, 252) BOX_FILL = (255, 255, 255) BOX_LINE = (208, 214, 224) INK = (28, 32, 40) SUB = (108, 118, 132) ACCENT = (214, 122, 58) ARROW = (150, 160, 175) def font(size, bold=False): for path in (r"C:\Windows\Fonts\msyhbd.ttc" if bold else r"C:\Windows\Fonts\msyh.ttc", r"C:\Windows\Fonts\simhei.ttf"): if os.path.exists(path): try: return ImageFont.truetype(path, size) except OSError: continue return ImageFont.load_default() F_TITLE = font(30, True) F_NODE = font(21, True) F_ROLE = font(16) F_TAG = font(14) F_FOOT = font(13) img = Image.new("RGB", (W, H), BG) d = ImageDraw.Draw(img) d.text((60, 42), "LCS 采样期颜色控制流程", font=F_TITLE, fill=INK) d.text((60, 82), "颜色只占潜在 patch 空间的 3 维子空间，与结构正交", font=F_ROLE, fill=SUB) STAGES = [ ("LCS Load Data", "校准：PCA 求颜色基与锚点", "按 VAE 指纹缓存"), ("LCS Color Anchor", "防漂移：各步向锚点回拉", "self / reference / smooth"), ("LCS Tone Adjust", "定影调：对比度·亮度·饱和·色温", "preset 或手动"), ("LCS Color Intervene", "定色相：目标色位移向量", "#RRGGBB strength 0.2+"), ("LCS Sharpness Intervene", "控锐度：锐度子空间定向调整", "-1 柔 ← 0 → +1 锐"), ("KSampler", "去噪：按模型自身加速配方", "步数与调度不改"), ] X, BW, BH, GAP, TOP = 70, 470, 108, 44, 132 cx = X + BW // 2 for i, (node, role, tag) in enumerate(STAGES): y = TOP + i * (BH + GAP) d.rounded_rectangle([X, y, X + BW, y + BH], radius=14, fill=BOX_FILL, outline=BOX_LINE, width=2) d.rounded_rectangle([X, y, X + 6, y + BH], radius=3, fill=ACCENT) d.text((X + 26, y + 22), node, font=F_NODE, fill=INK) d.text((X + 26, y + 58), role, font=F_ROLE, fill=SUB) d.line([X + BW + 22, y + BH // 2, X + BW + 96, y + BH // 2], fill=BOX_LINE, width=1) d.text((X + BW + 106, y + BH // 2 - 10), tag, font=F_TAG, fill=ACCENT) if i < len(STAGES) - 1: ay = y + BH + 8 d.line([cx, ay, cx, ay + GAP - 18], fill=ARROW, width=2) d.polygon([(cx - 6, ay + GAP - 22), (cx + 6, ay + GAP - 22), (cx, ay + GAP - 12)], fill=ARROW) d.text((70, H - 108), "顺序：校准 → 锚定 → 影调 → 色相 → 锐度 → 采样", font=F_ROLE, fill=INK) d.text((70, H - 66), "facok/ComfyUI-LCS (MIT) · 官方 ExplainableML/LCS · Pach, Bader, Bouniot, Belongie, ICML 2026", font=F_FOOT, fill=SUB) out = r"F:\ComfyUI-aki\Agents\LCS_flow.png" img.save(out) print("saved", out, img.size)