Create config/presets/quality.json

config/presets/quality.json

@@ -0,0 +1,188 @@
+{
+  "presets": {
+    "low": {
+      "name": "Low Quality",
+      "description": "Fast processing, suitable for previews",
+      "settings": {
+        "resolution": 512,
+        "model": "rembg",
+        "batch_size": 8,
+        "edge_refinement": 0,
+        "matting_enabled": false,
+        "denoise": false,
+        "compression_quality": 70,
+        "processing_priority": "speed",
+        "gpu_enabled": false,
+        "estimated_time_seconds": 0.5
+      },
+      "suitable_for": ["previews", "thumbnails", "quick_edits"],
+      "max_file_size_mb": 5
+    },
+    "medium": {
+      "name": "Medium Quality",
+      "description": "Balanced quality and speed for web use",
+      "settings": {
+        "resolution": 1024,
+        "model": "rembg",
+        "batch_size": 4,
+        "edge_refinement": 25,
+        "matting_enabled": false,
+        "denoise": true,
+        "compression_quality": 85,
+        "processing_priority": "balanced",
+        "gpu_enabled": true,
+        "estimated_time_seconds": 1.5
+      },
+      "suitable_for": ["web", "social_media", "presentations"],
+      "max_file_size_mb": 20
+    },
+    "high": {
+      "name": "High Quality",
+      "description": "Professional quality for print and commercial use",
+      "settings": {
+        "resolution": 2048,
+        "model": "u2net",
+        "batch_size": 2,
+        "edge_refinement": 50,
+        "matting_enabled": true,
+        "denoise": true,
+        "compression_quality": 95,
+        "processing_priority": "quality",
+        "gpu_enabled": true,
+        "estimated_time_seconds": 3.0
+      },
+      "suitable_for": ["print", "commercial", "professional"],
+      "max_file_size_mb": 50
+    },
+    "ultra": {
+      "name": "Ultra Quality",
+      "description": "Maximum quality with advanced processing",
+      "settings": {
+        "resolution": 4096,
+        "model": "sam2",
+        "batch_size": 1,
+        "edge_refinement": 100,
+        "matting_enabled": true,
+        "denoise": true,
+        "compression_quality": 100,
+        "processing_priority": "quality",
+        "gpu_enabled": true,
+        "multi_pass": true,
+        "preserve_details": true,
+        "hair_refinement": true,
+        "estimated_time_seconds": 10.0
+      },
+      "suitable_for": ["professional_photography", "high_end_production", "archival"],
+      "max_file_size_mb": 100
+    },
+    "video_low": {
+      "name": "Video Low Quality",
+      "description": "Fast video processing for drafts",
+      "settings": {
+        "resolution": 720,
+        "model": "rembg",
+        "fps": 15,
+        "keyframe_interval": 30,
+        "temporal_consistency": false,
+        "compression": "h264",
+        "bitrate": "2M",
+        "gpu_enabled": true,
+        "estimated_fps": 10
+      },
+      "suitable_for": ["drafts", "previews", "social_media_stories"],
+      "max_file_size_mb": 100
+    },
+    "video_high": {
+      "name": "Video High Quality",
+      "description": "Professional video processing",
+      "settings": {
+        "resolution": 1080,
+        "model": "u2net",
+        "fps": 30,
+        "keyframe_interval": 10,
+        "temporal_consistency": true,
+        "compression": "h265",
+        "bitrate": "10M",
+        "gpu_enabled": true,
+        "multi_gpu": true,
+        "estimated_fps": 2
+      },
+      "suitable_for": ["production", "broadcast", "commercial"],
+      "max_file_size_mb": 500
+    },
+    "batch_optimization": {
+      "name": "Batch Processing",
+      "description": "Optimized for processing multiple files",
+      "settings": {
+        "resolution": 1024,
+        "model": "rembg",
+        "batch_size": 16,
+        "edge_refinement": 20,
+        "matting_enabled": false,
+        "parallel_processing": true,
+        "memory_optimization": true,
+        "gpu_enabled": true,
+        "queue_priority": "normal",
+        "estimated_images_per_minute": 40
+      },
+      "suitable_for": ["bulk_processing", "e_commerce", "catalogs"],
+      "max_files": 1000
+    }
+  },
+  "model_performance": {
+    "rembg": {
+      "speed": "fast",
+      "quality": "good",
+      "memory_usage": "low",
+      "gpu_required": false,
+      "strengths": ["general_purpose", "speed", "consistency"],
+      "weaknesses": ["fine_details", "complex_edges"]
+    },
+    "u2net": {
+      "speed": "medium",
+      "quality": "excellent",
+      "memory_usage": "medium",
+      "gpu_required": true,
+      "strengths": ["edge_detection", "hair", "transparency"],
+      "weaknesses": ["processing_time"]
+    },
+    "sam2": {
+      "speed": "slow",
+      "quality": "superior",
+      "memory_usage": "high",
+      "gpu_required": true,
+      "strengths": ["accuracy", "complex_objects", "professional"],
+      "weaknesses": ["speed", "resource_intensive"]
+    },
+    "deeplab": {
+      "speed": "medium",
+      "quality": "very_good",
+      "memory_usage": "medium",
+      "gpu_required": true,
+      "strengths": ["semantic_segmentation", "multiple_objects"],
+      "weaknesses": ["single_object_focus"]
+    }
+  },
+  "auto_selection_rules": {
+    "by_file_size": [
+      {"max_mb": 1, "preset": "low"},
+      {"max_mb": 5, "preset": "medium"},
+      {"max_mb": 20, "preset": "high"},
+      {"max_mb": 100, "preset": "ultra"}
+    ],
+    "by_dimension": [
+      {"max_pixels": 262144, "preset": "low"},
+      {"max_pixels": 1048576, "preset": "medium"},
+      {"max_pixels": 4194304, "preset": "high"},
+      {"max_pixels": 16777216, "preset": "ultra"}
+    ],
+    "by_use_case": {
+      "thumbnail": "low",
+      "web_display": "medium",
+      "print": "high",
+      "professional": "ultra",
+      "social_media": "medium",
+      "e_commerce": "high"
+    }
+  }
+}