Update app.py

app.py

@@ -110,10 +110,10 @@ def resize_to_match(input_image, output_image):
     
     return output_image.resize(input_image.size, Image.BICUBIC)  # Use BILINEAR for faster resizing
 
-def generate_image(image_path, mask_path, text_prompt="undress"):
+def generate_image_old(image_path, mask_path, text_prompt="undress", negative_prompt=""):
     result = client.predict(
-				"",	# str in 'parameter_10' Textbox component
-				"",	# str in 'Negative Prompt' Textbox component
+				text_prompt,	# str in 'parameter_10' Textbox component
+				negative_prompt,	# str in 'Negative Prompt' Textbox component
 				["Fooocus V2","Fooocus Enhance","Fooocus Sharp"],	# List[str] in 'Selected Styles' Checkboxgroup component
 				"Quality",	# str in 'Performance' Radio component
 				'704×1408 <span style="color: grey;"> ∣ 1:2</span>',	# str in 'Aspect Ratios' Radio component
@@ -164,6 +164,165 @@ def generate_image(image_path, mask_path, text_prompt="undress"):
 				fn_index=33
 )
 
+
+def generate_image(image_path, mask_path, text_prompt="undress", negative_prompt=""):
+client = Client("https://fooocus-ui.emcdn.ru/")
+result = client.predict(
+				False,	# bool in 'Generate Image Grid for Each Batch' Checkbox component
+				text_prompt,	# str in 'parameter_12' Textbox component
+				negative_prompt,	# str in 'Negative Prompt' Textbox component
+				["Fooocus V2"],	# List[str] in 'Selected Styles' Checkboxgroup component from: ["Fooocus V2","Fooocus Enhance","Fooocus Sharp"]
+				"Quality",	# str in 'Performance' Radio component
+				"704×1408 <span style="color: grey;"> ∣ 1:2</span>",	# str in 'Aspect Ratios' Radio component
+				1,	# int | float (numeric value between 1 and 32) in 'Image Number' Slider component
+				"png",	# str in 'Output Format' Radio component
+				"-1",	# str in 'Seed' Textbox component
+				True,	# bool in 'Read wildcards in order' Checkbox component
+				0,	# int | float (numeric value between 0.0 and 30.0) in 'Image Sharpness' Slider component
+				1,	# int | float (numeric value between 1.0 and 30.0) in 'Guidance Scale' Slider component
+				"juggernautXL_version8Rundiffusion.safetensors",	# str (Option from: ['animaPencilXL_v500.safetensors', 'juggernautXL_v8Rundiffusion.safetensors', 'playground-v2.5-1024px-aesthetic.fp16.safetensors', 'ponyDiffusionV6XL.safetensors', 'realisticStockPhoto_v20.safetensors', 'sd_xl_base_1.0_0.9vae.safetensors', 'sd_xl_refiner_1.0_0.9vae.safetensors']) in 'Base Model (SDXL only)' Dropdown component
+				"None",	# str (Option from: ['None', 'animaPencilXL_v500.safetensors', 'juggernautXL_v8Rundiffusion.safetensors', 'playground-v2.5-1024px-aesthetic.fp16.safetensors', 'ponyDiffusionV6XL.safetensors', 'realisticStockPhoto_v20.safetensors', 'sd_xl_base_1.0_0.9vae.safetensors', 'sd_xl_refiner_1.0_0.9vae.safetensors']) in 'Refiner (SDXL or SD 1.5)' Dropdown component
+				0.1,	# int | float (numeric value between 0.1 and 1.0) in 'Refiner Switch At' Slider component
+				True,	# bool in 'Enable' Checkbox component
+				"None",	# str (Option from: ['None', 'sd_xl_offset_example-lora_1.0.safetensors', 'SDXL_FILM_PHOTOGRAPHY_STYLE_V1.safetensors', 'sdxl_hyper_sd_4step_lora.safetensors', 'sdxl_lcm_lora.safetensors', 'sdxl_lightning_4step_lora.safetensors']) in 'LoRA 1' Dropdown component
+				-2,	# int | float (numeric value between -2 and 2) in 'Weight' Slider component
+				True,	# bool in 'Enable' Checkbox component
+				"None",	# str (Option from: ['None', 'sd_xl_offset_example-lora_1.0.safetensors', 'SDXL_FILM_PHOTOGRAPHY_STYLE_V1.safetensors', 'sdxl_hyper_sd_4step_lora.safetensors', 'sdxl_lcm_lora.safetensors', 'sdxl_lightning_4step_lora.safetensors']) in 'LoRA 2' Dropdown component
+				-2,	# int | float (numeric value between -2 and 2) in 'Weight' Slider component
+				True,	# bool in 'Enable' Checkbox component
+				"None",	# str (Option from: ['None', 'sd_xl_offset_example-lora_1.0.safetensors', 'SDXL_FILM_PHOTOGRAPHY_STYLE_V1.safetensors', 'sdxl_hyper_sd_4step_lora.safetensors', 'sdxl_lcm_lora.safetensors', 'sdxl_lightning_4step_lora.safetensors'])	in 'LoRA 3' Dropdown component
+				-2,	# int | float (numeric value between -2 and 2)	in 'Weight' Slider component
+				True,	# bool in 'Enable' Checkbox component
+				"None",	# str (Option from: ['None', 'sd_xl_offset_example-lora_1.0.safetensors', 'SDXL_FILM_PHOTOGRAPHY_STYLE_V1.safetensors', 'sdxl_hyper_sd_4step_lora.safetensors', 'sdxl_lcm_lora.safetensors', 'sdxl_lightning_4step_lora.safetensors']) in 'LoRA 4' Dropdown component
+				-2,	# int | float (numeric value between -2 and 2) in 'Weight' Slider component
+				True,	# bool in 'Enable' Checkbox component
+				"None",	# str (Option from: ['None', 'sd_xl_offset_example-lora_1.0.safetensors', 'SDXL_FILM_PHOTOGRAPHY_STYLE_V1.safetensors', 'sdxl_hyper_sd_4step_lora.safetensors', 'sdxl_lcm_lora.safetensors', 'sdxl_lightning_4step_lora.safetensors']) in 'LoRA 5' Dropdown component
+				-2,	# int | float (numeric value between -2 and 2) in 'Weight' Slider component
+				True,	# bool in 'Input Image' Checkbox component
+				"-1",	# str in 'parameter_212' Textbox component
+				"Disabled",	# str in 'Upscale or Variation:' Radio component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Image' Image component
+				["Left"],	# List[str] in 'Outpaint Direction' Checkboxgroup component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Image' Image component
+				"Howdy!",	# str in 'Inpaint Additional Prompt' Textbox component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Mask Upload' Image component
+				True,	# bool in 'Disable Preview' Checkbox component
+				True,	# bool in 'Disable Intermediate Results' Checkbox component
+				True,	# bool in 'Disable seed increment' Checkbox component
+				True,	# bool in 'Black Out NSFW' Checkbox component
+				0.1,	# int | float (numeric value between 0.1 and 3.0) in 'Positive ADM Guidance Scaler' Slider component
+				0.1,	# int | float (numeric value between 0.1 and 3.0) in 'Negative ADM Guidance Scaler' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'ADM Guidance End At Step' Slider component
+				1,	# int | float (numeric value between 1.0 and 30.0) in 'CFG Mimicking from TSNR' Slider component
+				1,	# int | float (numeric value between 1 and 12) in 'CLIP Skip' Slider component
+				"euler",	# str (Option from: ['euler', 'euler_ancestral', 'heun', 'heunpp2', 'dpm_2', 'dpm_2_ancestral', 'lms', 'dpm_fast', 'dpm_adaptive', 'dpmpp_2s_ancestral', 'dpmpp_sde', 'dpmpp_sde_gpu', 'dpmpp_2m', 'dpmpp_2m_sde', 'dpmpp_2m_sde_gpu', 'dpmpp_3m_sde', 'dpmpp_3m_sde_gpu', 'ddpm', 'lcm', 'tcd', 'restart', 'ddim', 'uni_pc', 'uni_pc_bh2']) in 'Sampler' Dropdown component
+				"normal",	# str (Option from: ['normal', 'karras', 'exponential', 'sgm_uniform', 'simple', 'ddim_uniform', 'lcm', 'turbo', 'align_your_steps', 'tcd', 'edm_playground_v2.5'])	in 'Scheduler' Dropdown component
+				"Default (model)",	# str (Option from: ['Default (model)', 'ponyDiffusionV6XL_vae.safetensors']) in 'VAE' Dropdown component
+				-1,	# int | float (numeric value between -1 and 200)  in 'Forced Overwrite of Sampling Step' Slider component
+				-1,	# int | float (numeric value between -1 and 200)  in 'Forced Overwrite of Refiner Switch Step' Slider component
+				-1,	# int | float (numeric value between -1 and 2048) in 'Forced Overwrite of Generating Width' Slider component
+				-1,	# int | float (numeric value between -1 and 2048) in 'Forced Overwrite of Generating Height' Slider component
+				-1,	# int | float (numeric value between -1 and 1.0)  in 'Forced Overwrite of Denoising Strength of "Vary"' Slider component
+				-1,	# int | float (numeric value between -1 and 1.0)  in 'Forced Overwrite of Denoising Strength of "Upscale"' Slider component
+				True,	# bool in 'Mixing Image Prompt and Vary/Upscale' Checkbox component
+				True,	# bool in 'Mixing Image Prompt and Inpaint' Checkbox component
+				True,	# bool in 'Debug Preprocessors' Checkbox component
+				True,	# bool in 'Skip Preprocessors' Checkbox component
+				1,	# int | float (numeric value between 1 and 255)	in 'Canny Low Threshold' Slider component
+				1,	# int | float (numeric value between 1 and 255)	in 'Canny High Threshold' Slider component
+				"joint",	# str (Option from: ['joint', 'separate', 'vae']) in 'Refiner swap method' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Softness of ControlNet' Slider component
+				True,	# bool in 'Enabled' Checkbox component
+				0,	# int | float (numeric value between 0 and 2) in 'B1' Slider component
+				0,	# int | float (numeric value between 0 and 2) in 'B2' Slider component
+				0,	# int | float (numeric value between 0 and 4) in 'S1' Slider component
+				0,	# int | float (numeric value between 0 and 4) in 'S2' Slider component
+				True,	# bool in 'Debug Inpaint Preprocessing' Checkbox component
+				True,	# bool in 'Disable initial latent in inpaint' Checkbox component
+				"None",	# str (Option from: ['None', 'v1', 'v2.5', 'v2.6']) in 'Inpaint Engine' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Denoising Strength' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Respective Field' Slider component
+				True,	# bool in 'Enable Advanced Masking Features' Checkbox component
+				True,	# bool in 'Invert Mask When Generating' Checkbox component
+				-64,	# int | float (numeric value between -64 and 64) in 'Mask Erode or Dilate' Slider component
+				True,	# bool in 'Save only final enhanced image' Checkbox component
+				True,	# bool in 'Save Metadata to Images' Checkbox component
+				"fooocus",	# str in 'Metadata Scheme' Radio component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Image' Image component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Stop At' Slider component
+				0,	# int | float (numeric value between 0.0 and 2.0) in 'Weight' Slider component
+				"ImagePrompt",	# str in 'Type' Radio component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Image' Image component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Stop At' Slider component
+				0,	# int | float (numeric value between 0.0 and 2.0) in 'Weight' Slider component
+				"ImagePrompt",	# str in 'Type' Radio component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Image' Image component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Stop At' Slider component
+				0,	# int | float (numeric value between 0.0 and 2.0) in 'Weight' Slider component
+				"ImagePrompt",	# str in 'Type' Radio component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Image' Image component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Stop At' Slider component
+				0,	# int | float (numeric value between 0.0 and 2.0) in 'Weight' Slider component
+				"ImagePrompt",	# str in 'Type' Radio component
+				True,	# bool in 'Debug GroundingDINO' Checkbox component
+				-64,	# int | float (numeric value between -64 and 64) in 'GroundingDINO Box Erode or Dilate' Slider component
+				True,	# bool in 'Debug Enhance Masks' Checkbox component
+				"https://raw.githubusercontent.com/gradio-app/gradio/main/test/test_files/bus.png",	# str (filepath or URL to image) in 'Use with Enhance, skips image generation' Image component
+				True,	# bool in 'Enhance' Checkbox component
+				"Disabled",	# str in 'Upscale or Variation:' Radio component
+				"Before First Enhancement",	# str in 'Order of Processing' Radio component
+				"Original Prompts",	# str in 'Prompt' Radio component
+				True,	# bool in 'Enable' Checkbox component
+				"Howdy!",	# str in 'Detection prompt' Textbox component
+				"Howdy!",	# str in 'Enhancement positive prompt' Textbox component
+				"Howdy!",	# str in 'Enhancement negative prompt' Textbox component
+				"u2net",	# str (Option from: ['u2net', 'u2netp', 'u2net_human_seg', 'u2net_cloth_seg', 'silueta', 'isnet-general-use', 'isnet-anime', 'sam']) in 'Mask generation model' Dropdown component
+				"full",	# str (Option from: ['full', 'upper', 'lower']) in 'Cloth category' Dropdown component
+				"vit_b",	# str (Option from: ['vit_b', 'vit_l', 'vit_h']) in 'SAM model' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Text Threshold' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Box Threshold' Slider component
+				0,	# int | float (numeric value between 0 and 10) in 'Maximum number of detections' Slider component
+				True,	# bool in 'Disable initial latent in inpaint' Checkbox component
+				"None",	# str (Option from: ['None', 'v1', 'v2.5', 'v2.6']) in 'Inpaint Engine' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Denoising Strength' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Respective Field' Slider component
+				-64,	# int | float (numeric value between -64 and 64) in 'Mask Erode or Dilate' Slider component
+				True,	# bool in 'Invert Mask' Checkbox component
+				True,	# bool in 'Enable' Checkbox component
+				"Howdy!",	# str in 'Detection prompt' Textbox component
+				"Howdy!",	# str in 'Enhancement positive prompt' Textbox component
+				"Howdy!",	# str in 'Enhancement negative prompt' Textbox component
+				"u2net",	# str (Option from: ['u2net', 'u2netp', 'u2net_human_seg', 'u2net_cloth_seg', 'silueta', 'isnet-general-use', 'isnet-anime', 'sam']) in 'Mask generation model' Dropdown component
+				"full",	# str (Option from: ['full', 'upper', 'lower']) in 'Cloth category' Dropdown component
+				"vit_b",	# str (Option from: ['vit_b', 'vit_l', 'vit_h']) in 'SAM model' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Text Threshold' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Box Threshold' Slider component
+				0,	# int | float (numeric value between 0 and 10) in 'Maximum number of detections' Slider component
+				True,	# bool in 'Disable initial latent in inpaint' Checkbox component
+				"None",	# str (Option from: ['None', 'v1', 'v2.5', 'v2.6']) in 'Inpaint Engine' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Denoising Strength' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Respective Field' Slider component
+				-64,	# int | float (numeric value between -64 and 64) in 'Mask Erode or Dilate' Slider component
+				True,	# bool in 'Invert Mask' Checkbox component True,	# bool in 'Enable' Checkbox component
+				"Howdy!",	# str in 'Detection prompt' Textbox component
+				"Howdy!",	# str in 'Enhancement positive prompt' Textbox component
+				"Howdy!",	# str in 'Enhancement negative prompt' Textbox component
+				"u2net",	# str (Option from: ['u2net', 'u2netp', 'u2net_human_seg', 'u2net_cloth_seg', 'silueta', 'isnet-general-use', 'isnet-anime', 'sam']) in 'Mask generation model' Dropdown component
+				"full",	# str (Option from: ['full', 'upper', 'lower'])	in 'Cloth category' Dropdown component
+				"vit_b",	# str (Option from: ['vit_b', 'vit_l', 'vit_h']) in 'SAM model' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Text Threshold' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Box Threshold' Slider component
+				0,	# int | float (numeric value between 0 and 10) in 'Maximum number of detections' Slider component
+				True,	# bool in 'Disable initial latent in inpaint' Checkbox component
+				"None",	# str (Option from: ['None', 'v1', 'v2.5', 'v2.6']) in 'Inpaint Engine' Dropdown component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Denoising Strength' Slider component
+				0,	# int | float (numeric value between 0.0 and 1.0) in 'Inpaint Respective Field' Slider component
+				-64,	# int | float (numeric value between -64 and 64) in 'Mask Erode or Dilate' Slider component
+				True,	# bool in 'Invert Mask' Checkbox component
+				fn_index=67
+)
+print(result)
+
 # Function to generate the mask using Florence SAM Masking API (Replicate)
 def generate_mask(image_path, text_prompt="clothing"):
     client_sam = Client("SkalskiP/florence-sam-masking")