feat: sort enhance images (#62)
* feat: add checkbox, config and handling for saving only the final enhanced image * feat: sort output of enhance feature
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@ -28,6 +28,9 @@ args_parser.parser.add_argument("--disable-metadata", action='store_true',
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args_parser.parser.add_argument("--disable-preset-download", action='store_true',
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help="Disables downloading models for presets", default=False)
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args_parser.parser.add_argument("--disable-enhance-output-sorting", action='store_true',
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help="Disables enhance output sorting for final image gallery.")
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args_parser.parser.add_argument("--enable-auto-describe-image", action='store_true',
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help="Enables automatic description of uov and enhance image when prompt is empty", default=False)
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@ -9,7 +9,7 @@ patch_all()
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class AsyncTask:
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def __init__(self, args):
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from modules.flags import Performance, MetadataScheme, ip_list, controlnet_image_count
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from modules.flags import Performance, MetadataScheme, ip_list, controlnet_image_count, disabled
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from modules.util import get_enabled_loras
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from modules.config import default_max_lora_number
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import args_manager
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@ -155,7 +155,9 @@ class AsyncTask:
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enhance_inpaint_erode_or_dilate,
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enhance_mask_invert
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])
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self.should_enhance = self.enhance_checkbox and (self.enhance_uov_method != disabled.casefold() or len(self.enhance_ctrls) > 0)
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self.images_to_enhance_count = 0
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self.enhance_stats = {}
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async_tasks = []
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@ -1276,8 +1278,8 @@ def worker():
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int(current_progress + async_task.callback_steps),
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f'Sampling step {step + 1}/{total_steps}, image {current_task_id + 1}/{total_count} ...', y)])
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show_intermediate_results = len(tasks) > 1 or should_enhance
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persist_image = not should_enhance or not async_task.save_final_enhanced_image_only
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show_intermediate_results = len(tasks) > 1 or async_task.should_enhance
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persist_image = not async_task.should_enhance or not async_task.save_final_enhanced_image_only
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for current_task_id, task in enumerate(tasks):
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progressbar(async_task, current_progress, f'Preparing task {current_task_id + 1}/{async_task.image_number} ...')
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@ -1309,7 +1311,7 @@ def worker():
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execution_time = time.perf_counter() - execution_start_time
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print(f'Generating and saving time: {execution_time:.2f} seconds')
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if not should_enhance:
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if not async_task.should_enhance:
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print(f'[Enhance] Skipping, preconditions aren\'t met')
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stop_processing(async_task, processing_start_time)
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return
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@ -1325,6 +1327,7 @@ def worker():
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enhance_uov_before = async_task.enhance_uov_processing_order == flags.enhancement_uov_before
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enhance_uov_after = async_task.enhance_uov_processing_order == flags.enhancement_uov_after
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total_count = len(images_to_enhance) * active_enhance_tabs
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async_task.images_to_enhance_count = len(images_to_enhance)
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base_progress = current_progress
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current_task_id = -1
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@ -1332,7 +1335,8 @@ def worker():
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done_steps_inpainting = 0
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enhance_steps, _, _, _ = apply_overrides(async_task, async_task.original_steps, height, width)
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exception_result = None
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for img in images_to_enhance:
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for index, img in enumerate(images_to_enhance):
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async_task.enhance_stats[index] = 0
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enhancement_image_start_time = time.perf_counter()
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last_enhance_prompt = async_task.prompt
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@ -1346,6 +1350,8 @@ def worker():
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current_task_id, denoising_strength, done_steps_inpainting, done_steps_upscaling, enhance_steps,
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async_task.prompt, async_task.negative_prompt, final_scheduler_name, height, img, preparation_steps,
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switch, tiled, total_count, use_expansion, use_style, use_synthetic_refiner, width, persist_image)
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async_task.enhance_stats[index] += 1
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if exception_result == 'continue':
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continue
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elif exception_result == 'break':
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@ -1389,6 +1395,7 @@ def worker():
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async_task.yields.append(['preview', (current_progress, 'Loading ...', mask)])
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yield_result(async_task, mask, current_progress, async_task.black_out_nsfw, False,
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async_task.disable_intermediate_results)
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async_task.enhance_stats[index] += 1
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print(f'[Enhance] {dino_detection_count} boxes detected')
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print(f'[Enhance] {sam_detection_count} segments detected in boxes')
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@ -1408,6 +1415,7 @@ def worker():
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enhance_prompt, enhance_negative_prompt, final_scheduler_name, goals_enhance, height, img, mask,
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preparation_steps, enhance_steps, switch, tiled, total_count, use_expansion, use_style,
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use_synthetic_refiner, width, persist_image=persist_image)
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async_task.enhance_stats[index] += 1
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if (should_process_enhance_uov and async_task.enhance_uov_processing_order == flags.enhancement_uov_after
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and async_task.enhance_uov_prompt_type == flags.enhancement_uov_prompt_type_last_filled):
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@ -1444,6 +1452,8 @@ def worker():
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last_enhance_prompt, last_enhance_negative_prompt, final_scheduler_name, height, img,
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preparation_steps, switch, tiled, total_count, use_expansion, use_style, use_synthetic_refiner,
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width, persist_image)
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async_task.enhance_stats[index] += 1
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if exception_result == 'continue':
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continue
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elif exception_result == 'break':
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@ -598,6 +598,7 @@ entry_with_update.py [-h] [--listen [IP]] [--port PORT]
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[--disable-offload-from-vram] [--theme THEME]
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[--disable-image-log] [--disable-analytics]
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[--disable-metadata] [--disable-preset-download]
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[--disable-enhance-output-sorting]
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[--enable-auto-describe-image]
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[--always-download-new-model]
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[--rebuild-hash-cache [CPU_NUM_THREADS]]
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22
webui.py
22
webui.py
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@ -73,6 +73,9 @@ def generate_clicked(task: worker.AsyncTask):
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gr.update(visible=True, value=product), \
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gr.update(visible=False)
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if flag == 'finish':
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if not args_manager.args.disable_enhance_output_sorting:
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product = sort_enhance_images(product, task)
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yield gr.update(visible=False), \
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gr.update(visible=False), \
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gr.update(visible=False), \
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@ -90,6 +93,25 @@ def generate_clicked(task: worker.AsyncTask):
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return
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def sort_enhance_images(images, task):
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if not task.should_enhance or len(images) <= task.images_to_enhance_count:
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return images
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sorted_images = []
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walk_index = task.images_to_enhance_count
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for index, enhanced_img in enumerate(images[:task.images_to_enhance_count]):
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sorted_images.append(enhanced_img)
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if index not in task.enhance_stats:
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continue
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target_index = walk_index + task.enhance_stats[index]
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if walk_index < len(images) and target_index <= len(images):
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sorted_images += images[walk_index:target_index]
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walk_index += task.enhance_stats[index]
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return sorted_images
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def inpaint_mode_change(mode, inpaint_engine_version):
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assert mode in modules.flags.inpaint_options
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