diff options
Diffstat (limited to 'workflows/photo-enhance.json')
| -rw-r--r-- | workflows/photo-enhance.json | 109 |
1 files changed, 60 insertions, 49 deletions
diff --git a/workflows/photo-enhance.json b/workflows/photo-enhance.json index 034ae4f..6db3e1d 100644 --- a/workflows/photo-enhance.json +++ b/workflows/photo-enhance.json @@ -7,75 +7,86 @@ "upload": "image" } }, - "2": { + "3": { + "class_type": "UpscaleModelLoader", + "_meta": {"title": "Load realesr-general-x4v3 (photo-tuned AI upscaler)"}, + "inputs": { + "model_name": "realesr-general-x4v3.pth" + } + }, + "4": { + "class_type": "ImageUpscaleWithModel", + "_meta": {"title": "Real-ESRGAN 4x — AI denoising + detail recovery at full 4K input (GPU)"}, + "inputs": { + "upscale_model": ["3", 0], + "image": ["1", 0] + } + }, + "5": { "class_type": "ImageScaleBy", - "_meta": {"title": "Downscale to 2K for SUPIR (4x faster processing)"}, + "_meta": {"title": "Scale 16K back to original 4K resolution (0.25x lanczos)"}, "inputs": { - "image": ["1", 0], + "image": ["4", 0], "upscale_method": "lanczos", - "scale_by": 0.5 + "scale_by": 0.25 } }, - "3": { - "class_type": "SUPIR_Upscale", - "_meta": {"title": "SUPIR Restoration at 2K"}, + "6": { + "class_type": "CodeFormerRestore", + "_meta": {"title": "CodeFormer — AI face restoration (GPU, fidelity=0.7)"}, "inputs": { - "supir_model": "SUPIR-v0Q.ckpt", - "sdxl_model": "sd_xl_base_1.0.safetensors", - "image": ["2", 0], - "seed": 42, - "resize_method": "lanczos", - "scale_by": 1.0, - "steps": 8, - "restoration_scale": -1, - "cfg_scale": 7.5, - "a_prompt": "high quality photograph, sharp, detailed, natural colors", - "n_prompt": "blurry, noisy, low quality, artifact, overexposed, underexposed", - "s_churn": 5, - "s_noise": 1.003, - "control_scale": 1.0, - "cfg_scale_start": 4.0, - "control_scale_start": 0.0, - "color_fix_type": "Wavelet", - "keep_model_loaded": true, - "use_tiled_vae": true, - "encoder_tile_size_pixels": 1024, - "decoder_tile_size_latent": 128, - "fp8_unet": true, - "use_tiled_sampling": true, - "sampler_tile_size": 512, - "sampler_tile_stride": 256 + "image": ["5", 0], + "fidelity": 0.7 } }, - "4": { - "class_type": "UpscaleModelLoader", - "_meta": {"title": "Load Real-ESRGAN 4x"}, + "11": { + "class_type": "CLIPSceneDetect", + "_meta": {"title": "CLIP Scene Detect — classifies scene type (portrait/landscape/night/etc)"}, "inputs": { - "model_name": "RealESRGAN_x4plus.pth" + "image": ["6", 0] } }, - "5": { - "class_type": "ImageUpscaleWithModel", - "_meta": {"title": "Real-ESRGAN 4x upscale back towards original resolution"}, + "12": { + "class_type": "AdaptivePhotoGrade", + "_meta": {"title": "Adaptive Photo Grade — scene-tuned exposure/contrast/saturation/detail"}, "inputs": { - "upscale_model": ["4", 0], - "image": ["3", 0] + "images": ["11", 0], + "scene_type": ["11", 1] } }, - "6": { - "class_type": "ImageScaleBy", - "_meta": {"title": "Scale back to original resolution (2K * 4x * 0.5 = 4K)"}, + "13": { + "class_type": "SkyEnhance", + "_meta": {"title": "Sky Enhance — HSV sky mask + graduated exposure/saturation boost"}, "inputs": { - "image": ["5", 0], - "upscale_method": "lanczos", - "scale_by": 0.5 + "images": ["12", 0], + "sky_exposure": 0.30, + "sky_saturation": 1.20 + } + }, + "14": { + "class_type": "DepthSelectiveSharpen", + "_meta": {"title": "Depth Selective Sharpen — Depth-Anything depth map → foreground sharp, BG soft"}, + "inputs": { + "images": ["13", 0], + "foreground_sharpen": 1.50, + "background_blur": 0.50 + } + }, + "15": { + "class_type": "WritePhotoMetadata", + "_meta": {"title": "Write Photo Metadata — saves per-photo JSON report to ComfyUI output dir"}, + "inputs": { + "image": ["14", 0], + "scene_type": ["11", 1], + "filename_prefix": "enhanced_", + "source_filename": "NODE_INPUT_IMAGE" } }, - "7": { + "10": { "class_type": "SaveImage", "_meta": {"title": "Save Enhanced Photo"}, "inputs": { - "images": ["6", 0], + "images": ["15", 0], "filename_prefix": "enhanced_" } } |