From 9ed4a126bd6421f91bf4a9bdd348b6aef0a378c6 Mon Sep 17 00:00:00 2001 From: kavorite Date: Mon, 7 Nov 2022 19:58:49 -0500 Subject: add gradio-inpaint-tool; color-sketch --- modules/img2img.py | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) (limited to 'modules/img2img.py') diff --git a/modules/img2img.py b/modules/img2img.py index be9f3653..00c6f827 100644 --- a/modules/img2img.py +++ b/modules/img2img.py @@ -59,18 +59,25 @@ def process_batch(p, input_dir, output_dir, args): processed_image.save(os.path.join(output_dir, filename)) -def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, init_img, init_img_with_mask, init_img_inpaint, init_mask_inpaint, mask_mode, steps: int, sampler_index: int, mask_blur: int, inpainting_fill: int, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, denoising_strength: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool, height: int, width: int, resize_mode: int, inpaint_full_res: bool, inpaint_full_res_padding: int, inpainting_mask_invert: int, img2img_batch_input_dir: str, img2img_batch_output_dir: str, *args): +def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, init_img, init_img_with_mask, init_img_with_mask_orig, init_img_inpaint, init_mask_inpaint, mask_mode, steps: int, sampler_index: int, mask_blur: int, inpainting_fill: int, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, denoising_strength: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool, height: int, width: int, resize_mode: int, inpaint_full_res: bool, inpaint_full_res_padding: int, inpainting_mask_invert: int, img2img_batch_input_dir: str, img2img_batch_output_dir: str, *args): is_inpaint = mode == 1 is_batch = mode == 2 if is_inpaint: # Drawn mask if mask_mode == 0: - image = init_img_with_mask['image'] - mask = init_img_with_mask['mask'] - alpha_mask = ImageOps.invert(image.split()[-1]).convert('L').point(lambda x: 255 if x > 0 else 0, mode='1') - mask = ImageChops.lighter(alpha_mask, mask.convert('L')).convert('L') - image = image.convert('RGB') + image = init_img_with_mask + is_mask_sketch = isinstance(image, dict) + if is_mask_sketch: + # Sketch: mask iff. not transparent + image, mask = image["image"], image["mask"] + mask = np.array(mask)[..., -1] > 0 + else: + # Color-sketch: mask iff. painted over + orig = init_img_with_mask_orig or image + mask = np.any(np.array(image) != np.array(orig), axis=-1) + mask = Image.fromarray(mask.astype(np.uint8) * 255, "L") + image = image.convert("RGB") # Uploaded mask else: image = init_img_inpaint -- cgit v1.2.3 From 59bb1d36ea69db449cfe23be4988ab4f6711bf4b Mon Sep 17 00:00:00 2001 From: kavorite Date: Tue, 8 Nov 2022 22:06:29 -0500 Subject: blur mask with color-sketch + add paint transparency slider --- modules/img2img.py | 21 +++++++++++++-------- 1 file changed, 13 insertions(+), 8 deletions(-) (limited to 'modules/img2img.py') diff --git a/modules/img2img.py b/modules/img2img.py index 00c6f827..644297da 100644 --- a/modules/img2img.py +++ b/modules/img2img.py @@ -4,7 +4,7 @@ import sys import traceback import numpy as np -from PIL import Image, ImageOps, ImageChops +from PIL import Image, ImageOps, ImageFilter, ImageEnhance from modules import devices from modules.processing import Processed, StableDiffusionProcessingImg2Img, process_images @@ -40,7 +40,7 @@ def process_batch(p, input_dir, output_dir, args): img = Image.open(image) # Use the EXIF orientation of photos taken by smartphones. - img = ImageOps.exif_transpose(img) + img = ImageOps.exif_transpose(img) p.init_images = [img] * p.batch_size proc = modules.scripts.scripts_img2img.run(p, *args) @@ -59,7 +59,7 @@ def process_batch(p, input_dir, output_dir, args): processed_image.save(os.path.join(output_dir, filename)) -def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, init_img, init_img_with_mask, init_img_with_mask_orig, init_img_inpaint, init_mask_inpaint, mask_mode, steps: int, sampler_index: int, mask_blur: int, inpainting_fill: int, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, denoising_strength: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool, height: int, width: int, resize_mode: int, inpaint_full_res: bool, inpaint_full_res_padding: int, inpainting_mask_invert: int, img2img_batch_input_dir: str, img2img_batch_output_dir: str, *args): +def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, prompt_style2: str, init_img, init_img_with_mask, init_img_with_mask_orig, init_img_inpaint, init_mask_inpaint, mask_mode, steps: int, sampler_index: int, mask_blur: int, mask_alpha: float, inpainting_fill: int, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, denoising_strength: float, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, seed_enable_extras: bool, height: int, width: int, resize_mode: int, inpaint_full_res: bool, inpaint_full_res_padding: int, inpainting_mask_invert: int, img2img_batch_input_dir: str, img2img_batch_output_dir: str, *args): is_inpaint = mode == 1 is_batch = mode == 2 @@ -68,15 +68,20 @@ def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, pro if mask_mode == 0: image = init_img_with_mask is_mask_sketch = isinstance(image, dict) - if is_mask_sketch: + is_mask_paint = not is_mask_sketch + if is_mask_sketch: # Sketch: mask iff. not transparent image, mask = image["image"], image["mask"] - mask = np.array(mask)[..., -1] > 0 + pred = np.array(mask)[..., -1] > 0 else: # Color-sketch: mask iff. painted over orig = init_img_with_mask_orig or image - mask = np.any(np.array(image) != np.array(orig), axis=-1) - mask = Image.fromarray(mask.astype(np.uint8) * 255, "L") + pred = np.any(np.array(image) != np.array(orig), axis=-1) + mask = Image.fromarray(pred.astype(np.uint8) * 255, "L") + if is_mask_paint: + mask = ImageEnhance.Brightness(mask).enhance(1 - mask_alpha / 100) + blur = ImageFilter.GaussianBlur(mask_blur) + image = Image.composite(image.filter(blur), orig, mask.filter(blur)) image = image.convert("RGB") # Uploaded mask else: @@ -89,7 +94,7 @@ def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, pro # Use the EXIF orientation of photos taken by smartphones. if image is not None: - image = ImageOps.exif_transpose(image) + image = ImageOps.exif_transpose(image) assert 0. <= denoising_strength <= 1., 'can only work with strength in [0.0, 1.0]' -- cgit v1.2.3 From 8504db51704d238cc7616f6bf59eb049d3eb101d Mon Sep 17 00:00:00 2001 From: AUTOMATIC <16777216c@gmail.com> Date: Sun, 4 Dec 2022 01:04:24 +0300 Subject: fix #4459 breaking inpainting when the option is not specified. --- modules/img2img.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) (limited to 'modules/img2img.py') diff --git a/modules/img2img.py b/modules/img2img.py index 830cfa15..81da4b13 100644 --- a/modules/img2img.py +++ b/modules/img2img.py @@ -4,7 +4,7 @@ import sys import traceback import numpy as np -from PIL import Image, ImageOps, ImageFilter, ImageEnhance +from PIL import Image, ImageOps, ImageFilter, ImageEnhance, ImageChops from modules import devices, sd_samplers from modules.processing import Processed, StableDiffusionProcessingImg2Img, process_images @@ -66,22 +66,23 @@ def img2img(mode: int, prompt: str, negative_prompt: str, prompt_style: str, pro if is_inpaint: # Drawn mask if mask_mode == 0: - image = init_img_with_mask - is_mask_sketch = isinstance(image, dict) + is_mask_sketch = isinstance(init_img_with_mask, dict) is_mask_paint = not is_mask_sketch if is_mask_sketch: # Sketch: mask iff. not transparent - image, mask = image["image"], image["mask"] - pred = np.array(mask)[..., -1] > 0 + image, mask = init_img_with_mask["image"], init_img_with_mask["mask"] + alpha_mask = ImageOps.invert(image.split()[-1]).convert('L').point(lambda x: 255 if x > 0 else 0, mode='1') + mask = ImageChops.lighter(alpha_mask, mask.convert('L')).convert('L') else: # Color-sketch: mask iff. painted over - orig = init_img_with_mask_orig or image + image = init_img_with_mask + orig = init_img_with_mask_orig or init_img_with_mask pred = np.any(np.array(image) != np.array(orig), axis=-1) - mask = Image.fromarray(pred.astype(np.uint8) * 255, "L") - if is_mask_paint: + mask = Image.fromarray(pred.astype(np.uint8) * 255, "L") mask = ImageEnhance.Brightness(mask).enhance(1 - mask_alpha / 100) blur = ImageFilter.GaussianBlur(mask_blur) image = Image.composite(image.filter(blur), orig, mask.filter(blur)) + image = image.convert("RGB") # Uploaded mask else: -- cgit v1.2.3