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Running
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Zero
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#!/usr/bin/python3
# -*- coding: utf-8 -*-
"""
Event handlers for IC-Custom application.
"""
import gradio as gr
def setup_event_handlers(
# UI components
input_mask_mode, image_target_1, image_target_2, undo_target_seg_button,
custmization_mode, dilate_button, erode_button, bounding_box_button,
mask_gallery, md_input_mask_mode, md_target_image, md_mask_operation,
md_prompt, md_submit, result_gallery, image_target_state, mask_target_state,
seg_ref_mode, image_reference_ori_state, move_to_center,
image_reference, image_reference_rmbg_state,
# Functions
change_input_mask_mode, change_custmization_mode, change_seg_ref_mode,
init_image_target_1, init_image_target_2, init_image_reference,
get_point, undo_seg_points, get_brush,
# VLM buttons (UI components)
vlm_generate_btn, vlm_polish_btn,
# VLM functions
vlm_auto_generate, vlm_auto_polish,
dilate_mask, erode_mask, bounding_box,
run_model,
# Other components
selected_points, prompt,
use_background_preservation, background_blend_threshold, seed,
num_images_per_prompt, guidance, true_gs, num_steps, aspect_ratio,
submit_button,
# extra state
eg_idx,
):
"""Setup all event handlers for the application."""
# Change input mask mode: precise mask or user-drawn mask
input_mask_mode.change(
change_input_mask_mode,
[input_mask_mode, custmization_mode],
[image_target_1, image_target_2, undo_target_seg_button]
)
# Change customization mode: pos-aware or pos-free
custmization_mode.change(
change_custmization_mode,
[custmization_mode, input_mask_mode],
[image_target_1, image_target_2, undo_target_seg_button, dilate_button,
erode_button, bounding_box_button, md_input_mask_mode,
md_target_image, md_mask_operation, md_prompt, md_submit, input_mask_mode, mask_gallery]
)
# Remove background for reference image
seg_ref_mode.change(
change_seg_ref_mode,
[seg_ref_mode, image_reference_ori_state, move_to_center],
[image_reference, image_reference_rmbg_state]
)
# Initialize components only on user upload (not programmatic updates)
image_target_1.upload(
init_image_target_1,
[image_target_1],
[image_target_state, selected_points, prompt, mask_target_state, mask_gallery,
result_gallery, use_background_preservation, background_blend_threshold, seed,
num_images_per_prompt, guidance, true_gs, num_steps, aspect_ratio]
)
image_target_2.upload(
init_image_target_2,
[image_target_2],
[image_target_state, selected_points, prompt, mask_target_state, mask_gallery,
result_gallery, use_background_preservation, background_blend_threshold, seed,
num_images_per_prompt, guidance, true_gs, num_steps, aspect_ratio]
)
image_reference.upload(
init_image_reference,
[image_reference],
[image_reference_ori_state, image_reference_rmbg_state, image_target_state,
mask_target_state, prompt, mask_gallery, result_gallery, image_target_1,
image_target_2, selected_points, input_mask_mode, seg_ref_mode, move_to_center,
use_background_preservation, background_blend_threshold, seed,
num_images_per_prompt, guidance, true_gs, num_steps, aspect_ratio]
)
# SAM for image_target_1
image_target_1.select(
get_point,
[image_target_state, selected_points],
[image_target_1, mask_target_state, mask_gallery],
)
undo_target_seg_button.click(
undo_seg_points,
[image_target_state, selected_points],
[image_target_1, mask_target_state, mask_gallery]
)
# Brush for image_target_2
image_target_2.change(
get_brush,
[image_target_2],
[mask_target_state, mask_gallery],
)
# VLM auto generate
vlm_generate_btn.click(
vlm_auto_generate,
[image_target_state, image_reference_ori_state, mask_target_state, custmization_mode],
[prompt]
)
# VLM auto polish
vlm_polish_btn.click(
vlm_auto_polish,
[prompt, custmization_mode],
[prompt]
)
# Mask operations
dilate_button.click(
dilate_mask,
[mask_target_state, image_target_state],
[mask_target_state, mask_gallery]
)
erode_button.click(
erode_mask,
[mask_target_state, image_target_state],
[mask_target_state, mask_gallery]
)
bounding_box_button.click(
bounding_box,
[mask_target_state, image_target_state],
[mask_target_state, mask_gallery]
)
# Run function
ips = [
image_target_state, mask_target_state, image_reference_ori_state,
image_reference_rmbg_state, prompt, seed, guidance, true_gs, num_steps,
num_images_per_prompt, use_background_preservation, background_blend_threshold,
aspect_ratio, custmization_mode, seg_ref_mode, input_mask_mode,
]
submit_button.click(
fn=run_model,
inputs=ips,
outputs=[result_gallery, seed, prompt],
show_progress=True,
)
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