initial

make_label.py

@@ -0,0 +1,158 @@
+"""Render a model with render_model.py and compose it into a bottle label:
+the render on the left, title and subtitle on the right.
+
+Takes the same arguments as render_model.py (the model path first, then
+--texture, --project, --azimuth, ...), plus the label options below.
+--output is an A4 sheet with the label repeated --labels-per-sheet times
+down the page (PDF or PNG by extension, at --dpi). The render itself is made
+with a transparent background, trimmed to its visible pixels and scaled to fit
+the left panel of each label.
+
+Usage:
+    python make_label.py MODEL.blend --texture TEX --output labels.pdf \
+        [render_model.py options] [--title jider] \
+        [--subtitle "alc 5.5% · mostly maggot-free"] [--labels-per-sheet 4]
+"""
+
+import argparse
+import os
+import subprocess
+import sys
+import tempfile
+
+from PIL import Image, ImageDraw, ImageFilter, ImageFont
+
+HERE = os.path.dirname(os.path.abspath(__file__))
+RENDER_MODEL = os.path.join(HERE, "render_model.py")
+A4_MM = (210, 297)
+
+
+def parse_args():
+    """Split argv into label options and the arguments passed on to render_model.py."""
+    p = argparse.ArgumentParser(description=__doc__,
+                                formatter_class=argparse.RawDescriptionHelpFormatter,
+                                epilog="All other options are passed to render_model.py "
+                                       f"(see: python {os.path.basename(RENDER_MODEL)} "
+                                       "MODEL.blend --help).")
+    p.add_argument("model", help="the .blend file to render")
+    p.add_argument("--output", required=True, help="output A4 sheet (.pdf or .png)")
+    p.add_argument("--save-render", help="also keep the apple render at this path")
+    p.add_argument("--title", default="jider")
+    p.add_argument("--subtitle", default="alc 5.5% · mostly maggot-free")
+    p.add_argument("--labels-per-sheet", type=int, default=4,
+                   help="labels stacked vertically on the A4 page")
+    p.add_argument("--page-margin", type=float, default=10.0,
+                   help="blank margin around the page in mm")
+    p.add_argument("--label-gap", type=float, default=4.0, help="space between labels in mm")
+    p.add_argument("--dpi", type=int, default=300)
+    p.add_argument("--label-split", type=float, default=0.42,
+                   help="fraction of the width given to the apple panel")
+    p.add_argument("--label-background", default="#ffffff", help="label colour")
+    p.add_argument("--label-ink", default="#7a1f12", help="text and border colour")
+    p.add_argument("--label-font", default=os.path.join(HERE, "assets/fonts/comic.ttf"),
+                   help="subtitle font")
+    p.add_argument("--label-title-font", default=os.path.join(HERE, "assets/fonts/comicbd.ttf"),
+                   help="title font")
+    return p.parse_known_args()
+
+
+def render_apple(model, render_args, out_path):
+    # --resolution 1500 is a default the caller's own --resolution overrides (last one wins).
+    cmd = [sys.executable, RENDER_MODEL, model, "--resolution", "1500", *render_args,
+           "--transparent", "--output", out_path]
+    print("Running:", " ".join(cmd))
+    result = subprocess.run(cmd)
+    if result.returncode != 0 or not os.path.exists(out_path):
+        sys.exit(f"render_model.py failed (exit code {result.returncode})")
+
+
+def fit_font(path, text, max_w, max_h):
+    """Largest font size at which `text` fits inside max_w x max_h."""
+    lo, hi = 4, 2000
+    while lo < hi:
+        size = (lo + hi + 1) // 2
+        left, top, right, bottom = ImageFont.truetype(path, size).getbbox(text)
+        if right - left <= max_w and bottom - top <= max_h:
+            lo = size
+        else:
+            hi = size - 1
+    return ImageFont.truetype(path, lo)
+
+
+def draw_centered(draw, font, text, cx, top, fill):
+    """Draw text horizontally centred on cx with its ink starting at y = top."""
+    left, t, right, _ = font.getbbox(text)
+    draw.text((cx - (left + right) / 2, top - t), text, font=font, fill=fill)
+
+
+def main():
+    args, render_args = parse_args()
+    with tempfile.TemporaryDirectory() as tmp:
+        apple_path = args.save_render or os.path.join(tmp, "apple.png")
+        render_apple(args.model, render_args, apple_path)
+        apple = Image.open(apple_path).convert("RGBA")
+
+    # A4 page with the labels stacked vertically.
+    def px(mm):
+        return round(mm / 25.4 * args.dpi)
+
+    page_w, page_h = px(A4_MM[0]), px(A4_MM[1])
+    n = args.labels_per_sheet
+    margin, gap = px(args.page_margin), px(args.label_gap)
+    label_w = page_w - 2 * margin
+    label_h = (page_h - 2 * margin - (n - 1) * gap) // n
+    label = compose_label(args, apple, label_w, label_h)
+
+    page = Image.new("RGB", (page_w, page_h), "white")
+    for i in range(n):
+        page.paste(label, (margin, margin + i * (label_h + gap)))
+    page.save(args.output, dpi=(args.dpi, args.dpi), resolution=args.dpi)
+    print(f"Wrote {args.output}: {n} labels of "
+          f"{label_w / args.dpi * 25.4:.0f} x {label_h / args.dpi * 25.4:.1f} mm on A4")
+
+
+def compose_label(args, apple, W, H):
+    pad = round(H * 0.07)
+    label = Image.new("RGBA", (W, H), args.label_background)
+    draw = ImageDraw.Draw(label)
+    ink = args.label_ink
+
+    # Double border.
+    for inset, width in [(pad * 0.35, max(2, H // 120)), (pad * 0.55, max(1, H // 300))]:
+        draw.rounded_rectangle((inset, inset, W - inset, H - inset), radius=pad * 0.6,
+                               outline=ink, width=round(width))
+
+    # Left panel: apple trimmed to its pixels, scaled to fit, with a soft contact shadow.
+    apple = apple.crop(apple.getchannel("A").getbbox())
+    panel_w = round(W * args.label_split)
+    box_w, box_h = panel_w - 2 * pad, H - 2.6 * pad
+    scale = min(box_w / apple.width, box_h / apple.height)
+    apple = apple.resize((round(apple.width * scale), round(apple.height * scale)), Image.LANCZOS)
+    ax = pad + (box_w - apple.width) // 2
+    ay = round(1.1 * pad + (box_h - apple.height) / 2)
+
+    shadow = Image.new("RGBA", (W, H), (0, 0, 0, 0))
+    sw, sh = apple.width * 0.75, apple.height * 0.08
+    scx, scy = ax + apple.width / 2, ay + apple.height - sh * 0.3
+    ImageDraw.Draw(shadow).ellipse((scx - sw / 2, scy - sh / 2, scx + sw / 2, scy + sh / 2),
+                                   fill=(60, 30, 10, 110))
+    label.alpha_composite(shadow.filter(ImageFilter.GaussianBlur(H / 60)))
+    label.alpha_composite(apple, (ax, ay))
+
+    # Right panel: big title over the subtitle, the pair centred vertically.
+    text_l, text_r = panel_w, W - 1.5 * pad
+    text_w, cx = text_r - text_l, (text_l + text_r) / 2
+    title_font = fit_font(args.label_title_font, args.title, text_w, H * 0.5)
+    sub_font = fit_font(args.label_font, args.subtitle, text_w, H * 0.09)
+    _, tt, _, tb = title_font.getbbox(args.title)
+    _, st, _, sb = sub_font.getbbox(args.subtitle)
+    gap = H * 0.06
+    top = (H - ((tb - tt) + gap + (sb - st))) / 2
+    draw_centered(draw, title_font, args.title, cx, top, ink)
+    draw_centered(draw, sub_font, args.subtitle, cx, top + (tb - tt) + gap, ink)
+
+    return label.convert("RGB")
+
+
+if __name__ == "__main__":
+    main()

render_model.py

@@ -0,0 +1,510 @@
+"""Render a .blend model with a texture blended over its albedo.
+
+Every material on every mesh is replaced with a Principled BSDF whose base
+colour is the model's albedo mixed with the supplied texture, with the model's
+roughness and normal (bump) maps applied. A light is placed behind the camera.
+The albedo/roughness/normal images are taken from the model's existing material
+unless overridden on the command line. Texture alpha is respected: transparent
+areas keep the albedo.
+
+By default --texture is a UV texture. With --project it is instead an ordinary
+picture (e.g. a face) that is stretched over the model's silhouette as seen
+from the camera, projected onto the visible side (leaving the stem as-is) and
+baked into the UV layout first (save that with --save-projection).
+
+Usage:
+    python render_model.py MODEL.blend --texture TEXTURE.png --output out.png [options]
+or directly:
+    blender -b --disable-autoexec MODEL.blend --python render_model.py -- \
+        --texture TEXTURE.png --output out.png [options]
+
+Options include --blend-mode MIX|MULTIPLY|OVERLAY|..., --blend-factor 0-1,
+--project/--project-size/--project-offset-x/-y/--stem-max-width, --albedo/--roughness/--normal
+overrides, --light-strength, --light-left/--light-up, --ambient, --unlit,
+--azimuth, --elevation, --transparent; see --help.
+"""
+
+import argparse
+import math
+import os
+import shutil
+import sys
+
+try:
+    import bmesh
+    import bpy
+    import numpy as np
+    from mathutils import Vector
+except ImportError:
+    # Run with plain Python: relaunch inside Blender.
+    #   python render_model.py MODEL.blend --texture TEX --output OUT [...]
+    if len(sys.argv) < 2 or not sys.argv[1].endswith(".blend"):
+        sys.exit("usage: python render_model.py MODEL.blend --texture TEX --output OUT [options]")
+    blender = os.environ.get("BLENDER", shutil.which("blender"))
+    if not blender:
+        sys.exit("blender not found on PATH (or set $BLENDER)")
+    os.execv(blender, [blender, "-b", "--disable-autoexec", sys.argv[1],
+                       "--python", os.path.abspath(__file__), "--", *sys.argv[2:]])
+
+BLEND_MODES = ["MIX", "MULTIPLY", "OVERLAY", "SCREEN", "SOFT_LIGHT", "ADD",
+               "DARKEN", "LIGHTEN", "COLOR", "HUE", "SATURATION", "VALUE"]
+
+
+def parse_args():
+    argv = sys.argv[sys.argv.index("--") + 1:] if "--" in sys.argv else []
+    p = argparse.ArgumentParser(description=__doc__,
+                                formatter_class=argparse.RawDescriptionHelpFormatter)
+    p.add_argument("--texture", required=True, help="image blended over the albedo")
+    p.add_argument("--output", required=True, help="output image path (PNG)")
+    p.add_argument("--blend-mode", default="MIX", choices=BLEND_MODES,
+                   help="how --texture combines with the albedo")
+    p.add_argument("--blend-factor", type=float, default=0.5,
+                   help="0 = albedo only, 1 = full --texture effect")
+
+    g = p.add_argument_group("projection")
+    g.add_argument("--project", action="store_true",
+                   help="project --texture onto the model from the camera direction "
+                        "instead of using it as a UV texture")
+    g.add_argument("--project-azimuth", type=float,
+                   help="projection azimuth (default: --azimuth)")
+    g.add_argument("--project-elevation", type=float,
+                   help="projection elevation (default: --elevation)")
+    g.add_argument("--project-size", type=float, default=1.0,
+                   help="projected size relative to the model's silhouette (1 = stretched to fill it)")
+    g.add_argument("--project-offset-x", type=float, default=0.0,
+                   help="shift right, as a fraction of the silhouette width")
+    g.add_argument("--project-offset-y", type=float, default=0.0,
+                   help="shift up, as a fraction of the silhouette height")
+    g.add_argument("--stem-max-width", type=float, default=0.12,
+                   help="UV islands in the top half narrower than this fraction of the model's "
+                        "width count as the stem and keep the albedo (0 = no stem detection)")
+    g.add_argument("--project-resolution", type=int, default=1024,
+                   help="baked UV texture size in px")
+    g.add_argument("--save-projection", help="also save the baked UV texture to this PNG")
+
+    p.add_argument("--albedo", help="albedo image (default: from the model's material)")
+    p.add_argument("--roughness", help="roughness image (default: from the model's material)")
+    p.add_argument("--normal", help="OpenGL normal map (default: from the model's material)")
+    p.add_argument("--normal-strength", type=float, default=1.0)
+    p.add_argument("--light-strength", type=float, default=3.0,
+                   help="light brightness, roughly sun-equivalent W/m^2 at the model")
+    p.add_argument("--light-left", type=float, default=35.0,
+                   help="degrees the light is swung to the camera's left (negative = right)")
+    p.add_argument("--light-up", type=float, default=35.0,
+                   help="degrees the light is raised above the camera's view axis (negative = down)")
+    p.add_argument("--ambient", type=float, default=0.1,
+                   help="uniform fill light strength (0 = none)")
+    p.add_argument("--unlit", action="store_true",
+                   help="skip lighting/roughness/normal; emit the blended colour as-is")
+    p.add_argument("--resolution", type=int, default=1024, help="square output size in px")
+    p.add_argument("--samples", type=int, default=64, help="render samples")
+    p.add_argument("--engine", default="CYCLES", choices=["CYCLES", "BLENDER_EEVEE"])
+    p.add_argument("--transparent", action="store_true", help="transparent background")
+    p.add_argument("--background", default="0,0,0", help="background RGB 0-1 if not transparent")
+    p.add_argument("--azimuth", type=float, default=30.0,
+                   help="camera rotation about Z in degrees (0 = front, from -Y)")
+    p.add_argument("--elevation", type=float, default=20.0, help="camera elevation in degrees")
+    p.add_argument("--margin", type=float, default=1.15, help="framing margin (>1 = more space)")
+    return p.parse_args(argv)
+
+
+def bounds(meshes):
+    """Centre, bounding-sphere radius and largest dimension of the meshes."""
+    corners = [o.matrix_world @ Vector(c) for o in meshes for c in o.bound_box]
+    lo = Vector(min(c[i] for c in corners) for i in range(3))
+    hi = Vector(max(c[i] for c in corners) for i in range(3))
+    return (lo + hi) / 2, (hi - lo).length / 2, max(hi - lo)
+
+
+def view_basis(azimuth, elevation):
+    """Direction from the model towards a camera at azimuth/elevation, plus the camera's right/up."""
+    az, el = math.radians(azimuth), math.radians(elevation)
+    direction = Vector((math.cos(el) * math.sin(az), -math.cos(el) * math.cos(az), math.sin(el)))
+    right = (-direction).cross(Vector((0, 0, 1)))
+    if right.length < 1e-6:  # looking straight up/down
+        right = Vector((1, 0, 0))
+    right.normalize()
+    return direction, right, right.cross(-direction)
+
+
+def linked_image(material, socket_name):
+    """Find the image feeding a Principled BSDF input, looking through one Normal Map node."""
+    if not (material and material.use_nodes):
+        return None
+    for node in material.node_tree.nodes:
+        if node.type != "BSDF_PRINCIPLED" or not node.inputs[socket_name].is_linked:
+            continue
+        src = node.inputs[socket_name].links[0].from_node
+        if src.type == "NORMAL_MAP" and src.inputs["Color"].is_linked:
+            src = src.inputs["Color"].links[0].from_node
+        if src.type == "TEX_IMAGE":
+            return src.image
+    return None
+
+
+def load_image(path, non_color=False):
+    img = bpy.data.images.load(bpy.path.abspath(path), check_existing=True)
+    if non_color:
+        img.colorspace_settings.name = "Non-Color"
+    return img
+
+
+def uv_islands(bm, uv_layer):
+    """Group faces into UV islands (faces sharing an edge with matching UVs)."""
+    def edge_uvs(loop):
+        return {loop[uv_layer].uv.to_tuple(5), loop.link_loop_next[uv_layer].uv.to_tuple(5)}
+
+    seen, islands = set(), []
+    for start in bm.faces:
+        if start.index in seen:
+            continue
+        seen.add(start.index)
+        stack, island = [start], []
+        while stack:
+            face = stack.pop()
+            island.append(face)
+            for loop in face.loops:
+                for other in loop.edge.link_loops:
+                    if other.face.index not in seen and edge_uvs(other) == edge_uvs(loop):
+                        seen.add(other.face.index)
+                        stack.append(other.face)
+        islands.append(island)
+    return islands
+
+
+def mark_stem(meshes, max_width):
+    """Store a 'projection_keep' face-corner attribute (0 on the stem) and return non-stem vertices.
+
+    The stem is any UV island in the top half of the model whose horizontal
+    extent is under max_width x the model's width.
+    """
+    center, _, _ = bounds(meshes)
+    corners = [o.matrix_world @ Vector(c) for o in meshes for c in o.bound_box]
+    model_width = max(max(c[i] for c in corners) - min(c[i] for c in corners) for i in (0, 1))
+    body_verts = []
+    for obj in meshes:
+        mesh, mw = obj.data, obj.matrix_world
+        stem_faces = set()
+        if max_width > 0 and mesh.uv_layers.active:
+            bm = bmesh.new()
+            bm.from_mesh(mesh)
+            for island in uv_islands(bm, bm.loops.layers.uv.active):
+                pts = [mw @ v.co for f in island for v in f.verts]
+                spread = max(max(p[i] for p in pts) - min(p[i] for p in pts) for i in (0, 1))
+                if spread < max_width * model_width and min(p.z for p in pts) > center.z:
+                    stem_faces.update(f.index for f in island)
+            bm.free()
+        print(f"{obj.name}: {len(stem_faces)} stem faces kept as-is")
+
+        keep = mesh.attributes.get("projection_keep") or \
+            mesh.attributes.new("projection_keep", "FLOAT", "CORNER")
+        for poly in mesh.polygons:
+            stem = poly.index in stem_faces
+            for li in poly.loop_indices:
+                keep.data[li].value = 0.0 if stem else 1.0
+            if not stem:
+                body_verts.extend(mw @ mesh.vertices[vi].co for vi in poly.vertices)
+    return body_verts
+
+
+def bake_projection(scene, meshes, image, args):
+    """Stretch `image` over the model's silhouette as seen from the camera direction,
+    project it onto the front-facing surfaces (except the stem) and bake to UV RGBA."""
+    azimuth = args.azimuth if args.project_azimuth is None else args.project_azimuth
+    elevation = args.elevation if args.project_elevation is None else args.project_elevation
+    center, _, _ = bounds(meshes)
+    direction, right, up = view_basis(azimuth, elevation)
+
+    # Silhouette bounds of the body (stem excluded) in the projector's right/up plane.
+    body = mark_stem(meshes, args.stem_max_width)
+    xs = [(p - center).dot(right) for p in body]
+    ys = [(p - center).dot(up) for p in body]
+    sil_w, sil_h = max(xs) - min(xs), max(ys) - min(ys)
+    mid_x = (min(xs) + max(xs)) / 2 + args.project_offset_x * sil_w
+    mid_y = (min(ys) + max(ys)) / 2 + args.project_offset_y * sil_h
+
+    mat = bpy.data.materials.new("projection")
+    mat.use_nodes = True
+    nodes, links = mat.node_tree.nodes, mat.node_tree.links
+    nodes.clear()
+
+    width = sil_w * args.project_size
+    height = sil_h * args.project_size
+    origin = center + right * mid_x + up * mid_y
+
+    geo = nodes.new("ShaderNodeNewGeometry")
+    rel = nodes.new("ShaderNodeVectorMath")
+    rel.operation = "SUBTRACT"
+    rel.inputs[1].default_value = origin
+    links.new(geo.outputs["Position"], rel.inputs[0])
+
+    def image_coord(axis, span):
+        # (p - origin) . axis / span + 0.5
+        dot = nodes.new("ShaderNodeVectorMath")
+        dot.operation = "DOT_PRODUCT"
+        dot.inputs[1].default_value = axis
+        links.new(rel.outputs["Vector"], dot.inputs[0])
+        scale = nodes.new("ShaderNodeMath")
+        scale.operation = "MULTIPLY_ADD"
+        scale.inputs[1].default_value = 1 / span
+        scale.inputs[2].default_value = 0.5
+        links.new(dot.outputs["Value"], scale.inputs[0])
+        return scale.outputs["Value"]
+
+    coord = nodes.new("ShaderNodeCombineXYZ")
+    links.new(image_coord(right, width), coord.inputs["X"])
+    links.new(image_coord(up, height), coord.inputs["Y"])
+    tex = nodes.new("ShaderNodeTexImage")
+    tex.image = image
+    tex.extension = "CLIP"
+    links.new(coord.outputs["Vector"], tex.inputs["Vector"])
+
+    # Only surfaces facing the projector (so it doesn't bleed onto the back), minus the stem.
+    facing = nodes.new("ShaderNodeVectorMath")
+    facing.operation = "DOT_PRODUCT"
+    facing.inputs[1].default_value = direction
+    links.new(geo.outputs["Normal"], facing.inputs[0])
+    fade = nodes.new("ShaderNodeMapRange")
+    fade.inputs["From Min"].default_value = 0.0
+    fade.inputs["From Max"].default_value = 0.05
+    links.new(facing.outputs["Value"], fade.inputs["Value"])
+    keep = nodes.new("ShaderNodeAttribute")
+    keep.attribute_name = "projection_keep"
+    visible = nodes.new("ShaderNodeMath")
+    visible.operation = "MULTIPLY"
+    links.new(fade.outputs["Result"], visible.inputs[0])
+    links.new(keep.outputs["Fac"], visible.inputs[1])
+    mask = nodes.new("ShaderNodeMath")
+    mask.operation = "MULTIPLY"
+    links.new(tex.outputs["Alpha"], mask.inputs[0])
+    links.new(visible.outputs["Value"], mask.inputs[1])
+
+    emit = nodes.new("ShaderNodeEmission")
+    out = nodes.new("ShaderNodeOutputMaterial")
+    links.new(emit.outputs["Emission"], out.inputs["Surface"])
+    target = nodes.new("ShaderNodeTexImage")  # bake target: the active, unconnected node
+    nodes.active = target
+
+    assign_material(meshes, mat)
+    bpy.ops.object.select_all(action="DESELECT")
+    for obj in meshes:
+        obj.select_set(True)
+    bpy.context.view_layer.objects.active = meshes[0]
+    scene.render.engine = "CYCLES"
+    scene.cycles.samples = 1
+    scene.cycles.device = "CPU"
+
+    res = args.project_resolution
+
+    def bake(source, name, non_color=False):
+        img = bpy.data.images.new(name, res, res)
+        if non_color:
+            img.colorspace_settings.name = "Non-Color"
+        for link in list(emit.inputs["Color"].links):
+            links.remove(link)
+        links.new(source, emit.inputs["Color"])
+        target.image = img
+        bpy.ops.object.bake(type="EMIT", margin=16)
+        px = np.empty(res * res * 4, dtype=np.float32)
+        img.pixels.foreach_get(px)
+        return px
+
+    rgba = bake(tex.outputs["Color"], "bake_color")
+    rgba[3::4] = bake(mask.outputs["Value"], "bake_mask", non_color=True)[0::4]
+
+    result = bpy.data.images.new("projected_texture", res, res, alpha=True)
+    result.pixels.foreach_set(rgba)
+    if args.save_projection:
+        result.filepath_raw = bpy.path.abspath(args.save_projection)
+        result.file_format = "PNG"
+        result.save()
+        print(f"Wrote {result.filepath_raw}")
+    return result
+
+
+def make_material(args, maps, texture):
+    mat = bpy.data.materials.new("blended_texture")
+    mat.use_nodes = True
+    nodes, links = mat.node_tree.nodes, mat.node_tree.links
+    nodes.clear()
+
+    uv = nodes.new("ShaderNodeUVMap")
+
+    def image_node(image):
+        tex = nodes.new("ShaderNodeTexImage")
+        tex.image = image
+        links.new(uv.outputs["UV"], tex.inputs["Vector"])
+        return tex
+
+    # Base colour: albedo blended with the user texture.
+    user_tex = image_node(texture)
+    if maps["albedo"]:
+        mix = nodes.new("ShaderNodeMix")
+        mix.data_type = "RGBA"
+        mix.blend_type = args.blend_mode
+        mix.clamp_result = True
+        # Factor = blend factor x texture alpha, so transparent areas keep the albedo.
+        factor = nodes.new("ShaderNodeMath")
+        factor.operation = "MULTIPLY"
+        factor.inputs[1].default_value = args.blend_factor
+        links.new(user_tex.outputs["Alpha"], factor.inputs[0])
+        links.new(factor.outputs["Value"], mix.inputs["Factor"])
+        a = next(s for s in mix.inputs if s.name == "A" and s.type == "RGBA")
+        b = next(s for s in mix.inputs if s.name == "B" and s.type == "RGBA")
+        links.new(image_node(maps["albedo"]).outputs["Color"], a)
+        links.new(user_tex.outputs["Color"], b)
+        color = next(s for s in mix.outputs if s.name == "Result" and s.type == "RGBA")
+    else:
+        print("No albedo found; using --texture alone")
+        color = user_tex.outputs["Color"]
+
+    out = nodes.new("ShaderNodeOutputMaterial")
+    if args.unlit:
+        emit = nodes.new("ShaderNodeEmission")
+        links.new(color, emit.inputs["Color"])
+        links.new(emit.outputs["Emission"], out.inputs["Surface"])
+        return mat
+
+    bsdf = nodes.new("ShaderNodeBsdfPrincipled")
+    links.new(color, bsdf.inputs["Base Color"])
+    if maps["roughness"]:
+        maps["roughness"].colorspace_settings.name = "Non-Color"
+        links.new(image_node(maps["roughness"]).outputs["Color"], bsdf.inputs["Roughness"])
+    if maps["normal"]:
+        maps["normal"].colorspace_settings.name = "Non-Color"
+        nmap = nodes.new("ShaderNodeNormalMap")
+        nmap.inputs["Strength"].default_value = args.normal_strength
+        links.new(image_node(maps["normal"]).outputs["Color"], nmap.inputs["Color"])
+        links.new(nmap.outputs["Normal"], bsdf.inputs["Normal"])
+    links.new(bsdf.outputs["BSDF"], out.inputs["Surface"])
+    return mat
+
+
+def find_maps(args, meshes):
+    original = next((m for o in meshes for m in o.data.materials if m), None)
+    maps = {}
+    for key, socket, override in [("albedo", "Base Color", args.albedo),
+                                  ("roughness", "Roughness", args.roughness),
+                                  ("normal", "Normal", args.normal)]:
+        maps[key] = load_image(override) if override else linked_image(original, socket)
+        print(f"{key}: {maps[key].filepath if maps[key] else 'none'}")
+    return maps
+
+
+def assign_material(meshes, mat):
+    for obj in meshes:
+        obj.data.materials.clear()
+        obj.data.materials.append(mat)
+
+
+def setup_world(scene, transparent, rgb, ambient):
+    # Camera rays see the background colour; everything else sees a uniform
+    # grey fill of strength `ambient`, so the background doesn't light the model.
+    world = bpy.data.worlds.new("render_world")
+    scene.world = world
+    world.use_nodes = True
+    nodes, links = world.node_tree.nodes, world.node_tree.links
+    nodes.clear()
+    fill = nodes.new("ShaderNodeBackground")
+    fill.inputs["Strength"].default_value = ambient
+    visible = nodes.new("ShaderNodeBackground")
+    visible.inputs["Color"].default_value = (*rgb, 1.0)
+    path = nodes.new("ShaderNodeLightPath")
+    mix = nodes.new("ShaderNodeMixShader")
+    out = nodes.new("ShaderNodeOutputWorld")
+    links.new(path.outputs["Is Camera Ray"], mix.inputs["Fac"])
+    links.new(fill.outputs["Background"], mix.inputs[1])
+    links.new(visible.outputs["Background"], mix.inputs[2])
+    links.new(mix.outputs["Shader"], out.inputs["Surface"])
+    scene.render.film_transparent = transparent
+
+
+def frame_camera(scene, meshes, azimuth, elevation, margin):
+    center, radius, _ = bounds(meshes)
+
+    cam_data = bpy.data.cameras.new("render_cam")
+    cam = bpy.data.objects.new("render_cam", cam_data)
+    scene.collection.objects.link(cam)
+    scene.camera = cam
+
+    # Distance so the bounding sphere fits the field of view.
+    fov = cam_data.angle
+    dist = radius * margin / math.sin(fov / 2)
+    direction, _, _ = view_basis(azimuth, elevation)
+    cam.location = center + direction * dist
+    cam.rotation_euler = (center - cam.location).to_track_quat("-Z", "Y").to_euler()
+    cam_data.clip_start = dist / 100
+    cam_data.clip_end = dist * 10
+    return center, dist, radius
+
+
+def add_light_behind_camera(scene, center, cam_dist, radius, args):
+    # Point light behind the camera, swung left/up (in the camera's frame) around the model.
+    direction, right, up = view_basis(args.azimuth, args.elevation)
+    a, b = math.radians(args.light_left), math.radians(args.light_up)
+    direction = (direction * math.cos(a) - right * math.sin(a)) * math.cos(b) + up * math.sin(b)
+
+    light_dist = cam_dist * 1.5
+    data = bpy.data.lights.new("camera_light", "POINT")
+    data.shadow_soft_size = radius * 0.5
+    # Blender point light power P gives ~P / (4 pi^2 d^2) W/m^2 at distance d.
+    data.energy = args.light_strength * 4 * math.pi ** 2 * light_dist ** 2
+    light = bpy.data.objects.new("camera_light", data)
+    light.location = center + direction * light_dist
+    scene.collection.objects.link(light)
+
+
+def setup_render(scene, args):
+    scene.render.engine = args.engine
+    if args.engine == "CYCLES":
+        scene.cycles.samples = args.samples
+        scene.cycles.use_denoising = False
+        scene.cycles.device = "CPU"
+    else:
+        scene.eevee.taa_render_samples = args.samples
+
+    r = scene.render
+    r.resolution_x = r.resolution_y = args.resolution
+    r.resolution_percentage = 100
+    r.image_settings.file_format = "PNG"
+    r.image_settings.color_mode = "RGBA" if args.transparent else "RGB"
+    r.filepath = bpy.path.abspath(args.output)
+
+    # "Standard" keeps texture colours faithful (Filmic/AgX would remap them).
+    scene.view_settings.view_transform = "Standard"
+    scene.view_settings.look = "None"
+    scene.view_settings.exposure = 0.0
+    scene.view_settings.gamma = 1.0
+
+
+def main():
+    args = parse_args()
+    scene = bpy.context.scene
+
+    meshes = [o for o in scene.objects if o.type == "MESH" and o.visible_get()]
+    if not meshes:
+        sys.exit("No visible mesh objects in scene")
+
+    # Only the lights/camera this script adds should be used.
+    for o in scene.objects:
+        if o.type in {"LIGHT", "CAMERA"}:
+            o.hide_render = True
+
+    maps = find_maps(args, meshes)
+    texture = load_image(args.texture)
+    if args.project:
+        texture = bake_projection(scene, meshes, texture, args)
+    assign_material(meshes, make_material(args, maps, texture))
+    setup_world(scene, args.transparent, [float(v) for v in args.background.split(",")],
+                0.0 if args.unlit else args.ambient)
+    center, dist, radius = frame_camera(scene, meshes, args.azimuth, args.elevation, args.margin)
+    if not args.unlit:
+        add_light_behind_camera(scene, center, dist, radius, args)
+    setup_render(scene, args)
+
+    bpy.ops.render.render(write_still=True)
+    print(f"Wrote {scene.render.filepath}")
+
+
+if __name__ == "__main__":
+    main()