Files
armorpaint/paint/sources/neural_nodes/image_to_pbr_node.ts
T
luboslenco 4e1f5536fc Format
2025-11-06 19:18:48 +01:00

272 lines
7.0 KiB
TypeScript

let image_to_pbr_node_result_base: gpu_texture_t = null;
let image_to_pbr_node_result_normal: gpu_texture_t = null;
let image_to_pbr_node_result_occlusion: gpu_texture_t = null;
let image_to_pbr_node_result_height: gpu_texture_t = null;
let image_to_pbr_node_result_roughness: gpu_texture_t = null;
let image_to_pbr_node_result_metallic: gpu_texture_t = null;
function image_to_pbr_node_init() {
array_push(nodes_material_neural, image_to_pbr_node_def);
map_set(parser_material_node_vectors, "NEURAL_IMAGE_TO_PBR", image_to_pbr_node_vector);
map_set(parser_material_node_values, "NEURAL_IMAGE_TO_PBR", image_to_pbr_node_value);
map_set(ui_nodes_custom_buttons, "image_to_pbr_node_button", image_to_pbr_node_button);
}
function image_to_pbr_node_vector(node: ui_node_t, socket: ui_node_socket_t): string {
let result: gpu_texture_t = null;
if (socket == node.outputs[0]) { // base color
result = image_to_pbr_node_result_base;
}
else if (socket == node.outputs[4]) { // normal map
result = image_to_pbr_node_result_normal;
}
if (result == null) {
return "float3(0.0, 0.0, 0.0)";
}
let tex_name: string = string_join(parser_material_node_name(node), i32_to_string(socket.id));
map_set(data_cached_images, tex_name, result);
let tex: bind_tex_t = parser_material_make_bind_tex(tex_name, tex_name);
let texstore: string = parser_material_texture_store(node, tex, tex_name, color_space_t.AUTO);
return texstore + ".rgb";
}
function image_to_pbr_node_value(node: ui_node_t, socket: ui_node_socket_t): string {
let result: gpu_texture_t = null;
if (socket == node.outputs[1]) { // occlusion
result = image_to_pbr_node_result_occlusion;
}
else if (socket == node.outputs[2]) { // roughness
result = image_to_pbr_node_result_roughness;
}
else if (socket == node.outputs[3]) { // metallic
result = image_to_pbr_node_result_metallic;
}
else if (socket == node.outputs[5]) { // height
result = image_to_pbr_node_result_height;
}
if (result == null) {
return "0.0";
}
let tex_name: string = string_join(parser_material_node_name(node), i32_to_string(socket.id));
map_set(data_cached_images, tex_name, result);
let tex: bind_tex_t = parser_material_make_bind_tex(tex_name, tex_name);
let texstore: string = parser_material_texture_store(node, tex, tex_name, color_space_t.AUTO);
return texstore + ".r";
}
function image_to_pbr_node_run_sd(model: string, prompt: string, done: (tex: gpu_texture_t) => void) {
let dir: string;
if (path_is_protected()) {
dir = iron_internal_save_path() + "models";
}
else {
dir = iron_internal_files_location() + path_sep + "models";
}
let argv: string[] = [
dir + "/sd",
"-m",
dir + "/" + model,
"--sampling-method",
"ddim_trailing",
"--steps",
"10",
"-s",
"-1",
"-W",
"768",
"-H",
"768",
"-p",
"'" + prompt + "'",
"-i",
dir + "/input.png",
"-o",
dir + "/output.png",
null
];
iron_exec_async(argv[0], argv.buffer);
sys_notify_on_update(image_to_pbr_node_check_result, done);
}
function image_to_pbr_node_button(node_id: i32) {
let canvas: ui_node_canvas_t = ui_nodes_get_canvas(true);
let node: ui_node_t = ui_get_node(canvas.nodes, node_id);
let models: string[] = [ "Marigold" ];
let model: i32 = ui_combo(ui_handle(__ID__), models, tr("Model"));
if (iron_exec_async_done == 0) {
ui_button("Cancel...");
}
else if (ui_button("Run")) {
let inp: ui_node_socket_t = node.inputs[0];
let from_node: ui_node_t = null;
for (let i: i32 = 0; i < canvas.links.length; ++i) {
let l: ui_node_link_t = canvas.links[i];
if (l.to_id == inp.node_id) {
from_node = ui_get_node(canvas.nodes, l.from_id);
break;
}
}
let input: gpu_texture_t = ui_nodes_get_node_preview_image(from_node);
if (input != null) {
let dir: string;
if (path_is_protected()) {
dir = iron_internal_save_path() + "models";
}
else {
dir = iron_internal_files_location() + path_sep + "models";
}
iron_write_png(dir + path_sep + "input.png", gpu_get_texture_pixels(input), input.width, input.height, 0);
image_to_pbr_node_run_sd("marigold-normals-v1-1.safetensors", " ", function(tex: gpu_texture_t) {
image_to_pbr_node_result_normal = tex;
image_to_pbr_node_run_sd("marigold-depth-v1-1.safetensors", " ", function(tex: gpu_texture_t) {
image_to_pbr_node_result_height = tex;
image_to_pbr_node_run_sd("marigold-iid-appearance-v1-1.safetensors", " ", function(tex: gpu_texture_t) {
image_to_pbr_node_result_base = tex;
image_to_pbr_node_run_sd("marigold-iid-appearance-v1-1.safetensors", "_roughness", function(tex: gpu_texture_t) {
image_to_pbr_node_result_roughness = tex;
});
});
});
});
}
}
}
function image_to_pbr_node_check_result(done: (tex: gpu_texture_t) => void) {
if (iron_exec_async_done == 1) {
let dir: string;
if (path_is_protected()) {
dir = iron_internal_save_path() + "models";
}
else {
dir = iron_internal_files_location() + path_sep + "models";
}
let file: string = dir + path_sep + "output.png";
if (iron_file_exists(file)) {
let tex: gpu_texture_t = iron_load_texture(file);
done(tex);
}
sys_remove_update(image_to_pbr_node_check_result);
}
}
let image_to_pbr_node_def: ui_node_t = {
id : 0,
name : _tr("Image to PBR"),
type : "NEURAL_IMAGE_TO_PBR",
x : 0,
y : 0,
color : 0xff4982a0,
inputs : [ {
id : 0,
node_id : 0,
name : _tr("Color"),
type : "RGBA",
color : 0xffc7c729,
default_value : f32_array_create_xyzw(0.0, 0.0, 0.0, 1.0),
min : 0.0,
max : 1.0,
precision : 100,
display : 0
} ],
outputs : [
{
id : 0,
node_id : 0,
name : _tr("Base Color"),
type : "RGBA",
color : 0xffc7c729,
default_value : f32_array_create_xyzw(0.0, 0.0, 0.0, 1.0),
min : 0.0,
max : 1.0,
precision : 100,
display : 0
},
{
id : 0,
node_id : 0,
name : _tr("Occlusion"),
type : "VALUE",
color : 0xffa1a1a1,
default_value : f32_array_create_x(1.0),
min : 0.0,
max : 1.0,
precision : 100,
display : 0
},
{
id : 0,
node_id : 0,
name : _tr("Roughness"),
type : "VALUE",
color : 0xffa1a1a1,
default_value : f32_array_create_x(1.0),
min : 0.0,
max : 1.0,
precision : 100,
display : 0
},
{
id : 0,
node_id : 0,
name : _tr("Metallic"),
type : "VALUE",
color : 0xffa1a1a1,
default_value : f32_array_create_x(0.0),
min : 0.0,
max : 1.0,
precision : 100,
display : 0
},
{
id : 0,
node_id : 0,
name : _tr("Normal Map"),
type : "VECTOR",
color : 0xffc7c729,
default_value : f32_array_create_xyzw(0.0, 0.0, 0.0, 1.0),
min : 0.0,
max : 1.0,
precision : 100,
display : 0
},
{
id : 0,
node_id : 0,
name : _tr("Height"),
type : "VALUE",
color : 0xffa1a1a1,
default_value : f32_array_create_x(1.0),
min : 0.0,
max : 1.0,
precision : 100,
display : 0
}
],
buttons : [ {
name : "image_to_pbr_node_button",
type : "CUSTOM",
output : -1,
default_value : f32_array_create_x(0),
data : null,
min : 0.0,
max : 1.0,
precision : 100,
height : 2
} ],
width : 0,
flags : 0
};