initial push to hf-hub -- CinemaNetSchema.json

CinemaNetSchema.json

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+{
+    "version": "1.0.0",
+    "model": "CinemaCLIP: A state-of-the-art CLIP model excelling in cinematic analysis while also maintaining robust general-purpose capabilities",
+    "license": "Commercial",
+    "meta": "",
+    "concepts": [],
+    "concepts_meta": {},
+    "categories": [
+        "color.contrast",
+        "color.key",
+        "color.saturation",
+        "color.theory",
+        "color.tones",
+        "shot.angle",
+        "shot.composition",
+        "shot.composition.symmetric",
+        "shot.focus",
+        "shot.framing",
+        "shot.height",
+        "shot.lens-size",
+        "shot.level.tilted",
+        "shot.lighting.cast",
+        "shot.lighting.contrast",
+        "shot.lighting.direction",
+        "shot.lighting.edge",
+        "shot.lighting.silhouette",
+        "shot.location",
+        "shot.time-of-day",
+        "shot.type",
+        "shot.type.crowd",
+        "shot.type.over-the-shoulder"
+    ],
+    "categories_meta": {
+        "color.contrast": {
+            "title": "Color Contrast",
+            "description": "Determine the degree of color contrast in the image",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "low",
+                "neutral",
+                "high"
+            ]
+        },
+        "color.key": {
+            "title": "Color Key",
+            "description": "Determine if image is meant to be keyed",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "blue",
+                "green",
+                "luma",
+                "matte",
+                "na"
+            ]
+        },
+        "color.saturation": {
+            "title": "Color Saturation",
+            "description": "Determine the overall saturation of the image",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "desaturated",
+                "neutral",
+                "saturated"
+            ]
+        },
+        "color.theory": {
+            "title": "Color Theory",
+            "description": "Determine the color theory in the image",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "analagous",
+                "complementary",
+                "monochrome"
+            ]
+        },
+        "color.tones": {
+            "title": "Color Tones",
+            "description": "Determine the overall image color tonality",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "blackwhite",
+                "cool",
+                "mixed",
+                "neutral",
+                "warm"
+            ]
+        },
+        "shot.angle": {
+            "title": "Shot Angle",
+            "description": "Determing the camera angle relative to the subject (Vertical axis / Pitch)",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "overhead",
+                "high-obvious",
+                "high-subtle",
+                "level",
+                "low-subtle",
+                "low-obvious",
+                "reverse-overhead",
+                "na"
+            ]
+        },
+        "shot.composition": {
+            "title": "Shot Composition",
+            "description": "Determine which part of the image the eye is naturally directed towards",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "balanced",
+                "center",
+                "left",
+                "right",
+                "na"
+            ]
+        },
+        "shot.composition.symmetric": {
+            "title": "Shot Composition Symmetric",
+            "description": "Determine if the frame composition is symmetric or not",
+            "type": "classifier",
+            "activation": "sigmoid",
+            "suggested_thresh": 0.85,
+            "top_n": null,
+            "labels": [
+                "likelihood"
+            ]
+        },
+        "shot.focus": {
+            "title": "Shot Focus",
+            "description": "Determine the nature of lens focus in the frame",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "deep",
+                "neutral",
+                "shallow",
+                "out",
+                "na"
+            ]
+        },
+        "shot.framing": {
+            "title": "Shot Framing",
+            "description": "Determine the frame size of the shot",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "extreme-wide",
+                "wide",
+                "full",
+                "medium-wide",
+                "medium",
+                "medium-closeup",
+                "closeup",
+                "extreme-closeup-face",
+                "extreme-closeup-face-macro-eyes-dual",
+                "extreme-closeup-face-macro-eye-single",
+                "extreme-closeup-face-macro-mouth",
+                "extreme-closeup-hands",
+                "extreme-closeup-body",
+                "extreme-closeup-prop",
+                "na"
+            ]
+        },
+        "shot.height": {
+            "title": "Shot Height",
+            "description": "Determine the height of the camera relative to the subject",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "aerial",
+                "elevated",
+                "above-subject",
+                "eye-level",
+                "below-subject",
+                "ground-level",
+                "na"
+            ]
+        },
+        "shot.lens-size": {
+            "title": "Shot Lens Size",
+            "description": "Determine the size of the lens used to shoot the frame",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "fisheye-ultrawide",
+                "wide",
+                "medium",
+                "long",
+                "telephoto",
+                "na"
+            ]
+        },
+        "shot.level.tilted": {
+            "title": "Shot Level Tilted",
+            "description": "Determine the angle of the camera relative to the horizon",
+            "type": "classifier",
+            "activation": "sigmoid",
+            "suggested_thresh": 0.5,
+            "top_n": null,
+            "labels": [
+                "likelihood"
+            ]
+        },
+        "shot.lighting.cast": {
+            "title": "Shot Lighting Cast",
+            "description": "Determine the harshness of shadows and lit areas in the frame",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "soft",
+                "neutral",
+                "hard",
+                "na"
+            ]
+        },
+        "shot.lighting.contrast": {
+            "title": "Shot Lighting Contrast",
+            "description": "Determine the overall lighting contrast in the frame",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "low",
+                "neutral",
+                "high",
+                "na"
+            ]
+        },
+        "shot.lighting.direction": {
+            "title": "Shot Lighting Direction",
+            "description": "Determine the direction of the main lighting source",
+            "type": "classifier",
+            "activation": "sigmoid",
+            "suggested_thresh": 0.67,
+            "top_n": null,
+            "labels": [
+                "ambient",
+                "back",
+                "front",
+                "left",
+                "right",
+                "top",
+                "under"
+            ]
+        },
+        "shot.lighting.edge": {
+            "title": "Shot Lighting Edge",
+            "description": "Determine if the frame has edge lighting",
+            "type": "classifier",
+            "activation": "sigmoid",
+            "suggested_thresh": 0.8,
+            "top_n": null,
+            "labels": [
+                "likelihood"
+            ]
+        },
+        "shot.lighting.silhouette": {
+            "title": "Shot Lighting Silhouette",
+            "description": "Determine if the frame has silhouette lighting",
+            "type": "classifier",
+            "activation": "sigmoid",
+            "suggested_thresh": 0.82,
+            "top_n": null,
+            "labels": [
+                "likelihood"
+            ]
+        },
+        "shot.location": {
+            "title": "Shot Location",
+            "description": "Determine whether the frame was shot interior / exterior",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "exterior",
+                "interior",
+                "na"
+            ]
+        },
+        "shot.time-of-day": {
+            "title": "Shot Time-Of-Day",
+            "description": "Determine the time of day the frame takes place in",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "dawn-dusk",
+                "day",
+                "night",
+                "sunrise-sunset",
+                "na"
+            ]
+        },
+        "shot.type": {
+            "title": "Shot Type",
+            "description": "Determine the number of subjects in the frame",
+            "type": "classifier",
+            "activation": "softmax",
+            "suggested_thresh": null,
+            "top_n": 1,
+            "labels": [
+                "cleansingle",
+                "twoshot",
+                "threeshot",
+                "fourshot",
+                "group",
+                "insert",
+                "na"
+            ]
+        },
+        "shot.type.crowd": {
+            "title": "Shot Type Crowd",
+            "description": "Determine if the frame has a crowd of people in it",
+            "type": "classifier",
+            "activation": "sigmoid",
+            "suggested_thresh": 0.85,
+            "top_n": null,
+            "labels": [
+                "likelihood"
+            ]
+        },
+        "shot.type.over-the-shoulder": {
+            "title": "Shot Type Over-The-Shoulder",
+            "description": "Determine if the frame was shot from an over the shoulder perspective",
+            "type": "classifier",
+            "activation": "sigmoid",
+            "suggested_thresh": 0.77,
+            "top_n": null,
+            "labels": [
+                "likelihood"
+            ]
+        }
+    },
+    "probabilities_labels": [
+        "color.contrast.low",
+        "color.contrast.neutral",
+        "color.contrast.high",
+        "color.key.blue",
+        "color.key.green",
+        "color.key.luma",
+        "color.key.matte",
+        "color.key.na",
+        "color.saturation.desaturated",
+        "color.saturation.neutral",
+        "color.saturation.saturated",
+        "color.theory.analagous",
+        "color.theory.complementary",
+        "color.theory.monochrome",
+        "color.tones.blackwhite",
+        "color.tones.cool",
+        "color.tones.mixed",
+        "color.tones.neutral",
+        "color.tones.warm",
+        "shot.angle.overhead",
+        "shot.angle.high-obvious",
+        "shot.angle.high-subtle",
+        "shot.angle.level",
+        "shot.angle.low-subtle",
+        "shot.angle.low-obvious",
+        "shot.angle.reverse-overhead",
+        "shot.angle.na",
+        "shot.composition.balanced",
+        "shot.composition.center",
+        "shot.composition.left",
+        "shot.composition.right",
+        "shot.composition.na",
+        "shot.composition.symmetric.likelihood",
+        "shot.focus.deep",
+        "shot.focus.neutral",
+        "shot.focus.shallow",
+        "shot.focus.out",
+        "shot.focus.na",
+        "shot.framing.extreme-wide",
+        "shot.framing.wide",
+        "shot.framing.full",
+        "shot.framing.medium-wide",
+        "shot.framing.medium",
+        "shot.framing.medium-closeup",
+        "shot.framing.closeup",
+        "shot.framing.extreme-closeup-face",
+        "shot.framing.extreme-closeup-face-macro-eyes-dual",
+        "shot.framing.extreme-closeup-face-macro-eye-single",
+        "shot.framing.extreme-closeup-face-macro-mouth",
+        "shot.framing.extreme-closeup-hands",
+        "shot.framing.extreme-closeup-body",
+        "shot.framing.extreme-closeup-prop",
+        "shot.framing.na",
+        "shot.height.aerial",
+        "shot.height.elevated",
+        "shot.height.above-subject",
+        "shot.height.eye-level",
+        "shot.height.below-subject",
+        "shot.height.ground-level",
+        "shot.height.na",
+        "shot.lens-size.fisheye-ultrawide",
+        "shot.lens-size.wide",
+        "shot.lens-size.medium",
+        "shot.lens-size.long",
+        "shot.lens-size.telephoto",
+        "shot.lens-size.na",
+        "shot.level.tilted.likelihood",
+        "shot.lighting.cast.soft",
+        "shot.lighting.cast.neutral",
+        "shot.lighting.cast.hard",
+        "shot.lighting.cast.na",
+        "shot.lighting.contrast.low",
+        "shot.lighting.contrast.neutral",
+        "shot.lighting.contrast.high",
+        "shot.lighting.contrast.na",
+        "shot.lighting.direction.ambient",
+        "shot.lighting.direction.back",
+        "shot.lighting.direction.front",
+        "shot.lighting.direction.left",
+        "shot.lighting.direction.right",
+        "shot.lighting.direction.top",
+        "shot.lighting.direction.under",
+        "shot.lighting.edge.likelihood",
+        "shot.lighting.silhouette.likelihood",
+        "shot.location.exterior",
+        "shot.location.interior",
+        "shot.location.na",
+        "shot.time-of-day.dawn-dusk",
+        "shot.time-of-day.day",
+        "shot.time-of-day.night",
+        "shot.time-of-day.sunrise-sunset",
+        "shot.time-of-day.na",
+        "shot.type.cleansingle",
+        "shot.type.twoshot",
+        "shot.type.threeshot",
+        "shot.type.fourshot",
+        "shot.type.group",
+        "shot.type.insert",
+        "shot.type.na",
+        "shot.type.crowd.likelihood",
+        "shot.type.over-the-shoulder.likelihood"
+    ],
+    "probabilities_meta": {
+        "color.contrast.low": {
+            "title": "Low Contrast Colors",
+            "aliases": [],
+            "description": ""
+        },
+        "color.contrast.neutral": {
+            "title": "Neutral Contrast Colors",
+            "aliases": [],
+            "description": ""
+        },
+        "color.contrast.high": {
+            "title": "High Contrast Colors",
+            "aliases": [],
+            "description": ""
+        },
+        "color.key.blue": {
+            "title": "Blue Screen",
+            "aliases": [],
+            "description": ""
+        },
+        "color.key.green": {
+            "title": "Green Screen",
+            "aliases": [],
+            "description": ""
+        },
+        "color.key.luma": {
+            "title": "Luma Key",
+            "aliases": [],
+            "description": ""
+        },
+        "color.key.matte": {
+            "title": "Matte Key",
+            "aliases": [],
+            "description": ""
+        },
+        "color.key.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "color.saturation.desaturated": {
+            "title": "Desaturated",
+            "aliases": [
+                "Muted"
+            ],
+            "description": ""
+        },
+        "color.saturation.neutral": {
+            "title": "Neutral Saturation",
+            "aliases": [
+                "neutral colors"
+            ],
+            "description": ""
+        },
+        "color.saturation.saturated": {
+            "title": "Saturated",
+            "aliases": [],
+            "description": ""
+        },
+        "color.theory.analagous": {
+            "title": "Analogous Colors",
+            "aliases": [],
+            "description": ""
+        },
+        "color.theory.complementary": {
+            "title": "Complementary Colors",
+            "aliases": [],
+            "description": ""
+        },
+        "color.theory.monochrome": {
+            "title": "Monochromatic Colors",
+            "aliases": [],
+            "description": ""
+        },
+        "color.tones.blackwhite": {
+            "title": "Black & White",
+            "aliases": [
+                "Grayscale"
+            ],
+            "description": ""
+        },
+        "color.tones.cool": {
+            "title": "Cool Tones",
+            "aliases": [],
+            "description": ""
+        },
+        "color.tones.mixed": {
+            "title": "Mixed Tones",
+            "aliases": [],
+            "description": ""
+        },
+        "color.tones.neutral": {
+            "title": "Neutral Tones",
+            "aliases": [],
+            "description": ""
+        },
+        "color.tones.warm": {
+            "title": "Warm Tones",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.angle.overhead": {
+            "title": "Overhead Angle",
+            "aliases": [
+                "Bird's Eye View",
+                "God's Eye View"
+            ],
+            "description": ""
+        },
+        "shot.angle.high-obvious": {
+            "title": "High Angle",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.angle.high-subtle": {
+            "title": "Subtle High Angle",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.angle.level": {
+            "title": "Level Angle",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.angle.low-subtle": {
+            "title": "Subtle Low Angle",
+            "aliases": [
+                "subtle low camera angle"
+            ],
+            "description": ""
+        },
+        "shot.angle.low-obvious": {
+            "title": "Low Angle",
+            "aliases": [
+                "low camera angle"
+            ],
+            "description": ""
+        },
+        "shot.angle.reverse-overhead": {
+            "title": "Reverse Overhead Angle",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.angle.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.composition.balanced": {
+            "title": "Balanced Composition",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.composition.center": {
+            "title": "Centered Composition",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.composition.left": {
+            "title": "Left-Heavy Composition",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.composition.right": {
+            "title": "Right-Heavy Composition",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.composition.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.composition.symmetric.likelihood": {
+            "title": "Symmetric Composition",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.focus.deep": {
+            "title": "Deep Focus",
+            "aliases": [
+                "Deep Depth of Field"
+            ],
+            "description": ""
+        },
+        "shot.focus.neutral": {
+            "title": "Neutral Focus",
+            "aliases": [
+                "Neutral Depth of Field",
+                "Normal Focus"
+            ],
+            "description": ""
+        },
+        "shot.focus.shallow": {
+            "title": "Shallow Focus",
+            "aliases": [
+                "Shallow Depth of Field",
+                "Narrow Focus",
+                "Narrow Depth of Field"
+            ],
+            "description": ""
+        },
+        "shot.focus.out": {
+            "title": "Out of Focus",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.focus.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.extreme-wide": {
+            "title": "Extreme-Wide Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.wide": {
+            "title": "Wide Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.full": {
+            "title": "Full Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.medium-wide": {
+            "title": "Medium-Wide Framing",
+            "aliases": [
+                "Cowboy Shot"
+            ],
+            "description": ""
+        },
+        "shot.framing.medium": {
+            "title": "Medium Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.medium-closeup": {
+            "title": "Medium Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.closeup": {
+            "title": "Close-Up Framing",
+            "aliases": [
+                "closeup"
+            ],
+            "description": ""
+        },
+        "shot.framing.extreme-closeup-face": {
+            "title": "Extreme Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.extreme-closeup-face-macro-eyes-dual": {
+            "title": "Extreme Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.extreme-closeup-face-macro-eye-single": {
+            "title": "Extreme Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.extreme-closeup-face-macro-mouth": {
+            "title": "Extreme Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.extreme-closeup-hands": {
+            "title": "Extreme Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.extreme-closeup-body": {
+            "title": "Extreme Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.extreme-closeup-prop": {
+            "title": "Extreme Close-Up Framing",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.framing.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.height.aerial": {
+            "title": "Aerial Framing",
+            "aliases": [
+                "Helicopter Shot",
+                "Drone Shot"
+            ],
+            "description": ""
+        },
+        "shot.height.elevated": {
+            "title": "Elevated Camera",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.height.above-subject": {
+            "title": "Above Subject Camera",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.height.eye-level": {
+            "title": "Eye Level Camera",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.height.below-subject": {
+            "title": "Below Subject Camera",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.height.ground-level": {
+            "title": "Ground Level Camera",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.height.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lens-size.fisheye-ultrawide": {
+            "title": "Fisheye / Ultrawide Lens",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lens-size.wide": {
+            "title": "Wide Lens",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lens-size.medium": {
+            "title": "Medium Lens",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lens-size.long": {
+            "title": "Long Lens",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lens-size.telephoto": {
+            "title": "Telephoto Lens",
+            "aliases": [
+                "Zoom Lens"
+            ],
+            "description": ""
+        },
+        "shot.lens-size.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.level.tilted.likelihood": {
+            "title": "Dutch Angle",
+            "aliases": [
+                "Canted shot"
+            ],
+            "description": ""
+        },
+        "shot.lighting.cast.soft": {
+            "title": "Soft Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.cast.neutral": {
+            "title": "Neutral Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.cast.hard": {
+            "title": "Hard Lighting",
+            "aliases": [
+                "Harsh Lighting"
+            ],
+            "description": ""
+        },
+        "shot.lighting.cast.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.contrast.high": {
+            "title": "High Contrast Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.contrast.low": {
+            "title": "Low Contrast Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.contrast.neutral": {
+            "title": "Neutral Contrast Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.contrast.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.direction.ambient": {
+            "title": "Ambient Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.direction.back": {
+            "title": "Back Lighting",
+            "aliases": [
+                "Backlit"
+            ],
+            "description": ""
+        },
+        "shot.lighting.direction.front": {
+            "title": "Front Lighting",
+            "aliases": [
+                "Frontlit"
+            ],
+            "description": ""
+        },
+        "shot.lighting.direction.left": {
+            "title": "Left Lighting",
+            "aliases": [
+                "Side Lighting"
+            ],
+            "description": ""
+        },
+        "shot.lighting.direction.right": {
+            "title": "Right lighting",
+            "aliases": [
+                "Side Lighting"
+            ],
+            "description": ""
+        },
+        "shot.lighting.direction.top": {
+            "title": "Top Lighting",
+            "aliases": [
+                "Top-lit"
+            ],
+            "description": ""
+        },
+        "shot.lighting.direction.under": {
+            "title": "Bottom Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.lighting.edge.likelihood": {
+            "title": "Edge Lighting",
+            "aliases": [
+                "Edge-lit"
+            ],
+            "description": ""
+        },
+        "shot.lighting.silhouette.likelihood": {
+            "title": "Silhouette Lighting",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.location.exterior": {
+            "title": "Exterior",
+            "aliases": [
+                "Outdoors"
+            ],
+            "description": ""
+        },
+        "shot.location.interior": {
+            "title": "Interior",
+            "aliases": [
+                "Indoors"
+            ],
+            "description": ""
+        },
+        "shot.location.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.time-of-day.dawn-dusk": {
+            "title": "Dawn / Dusk",
+            "aliases": [
+                "Twilight"
+            ],
+            "description": ""
+        },
+        "shot.time-of-day.day": {
+            "title": "Day",
+            "aliases": [
+                "Daytime"
+            ],
+            "description": ""
+        },
+        "shot.time-of-day.night": {
+            "title": "Night",
+            "aliases": [
+                "Night-time"
+            ],
+            "description": ""
+        },
+        "shot.time-of-day.sunrise-sunset": {
+            "title": "Sunrise / Sunset",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.time-of-day.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.cleansingle": {
+            "title": "Clean Single Shot",
+            "aliases": [
+                "Cleansingle",
+                "Single"
+            ],
+            "description": ""
+        },
+        "shot.type.twoshot": {
+            "title": "Two Shot",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.threeshot": {
+            "title": "Three Shot",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.fourshot": {
+            "title": "Four Shot",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.group": {
+            "title": "Group Shot",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.insert": {
+            "title": "Insert Shot",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.na": {
+            "title": "NA",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.crowd.likelihood": {
+            "title": "Crowd Shot",
+            "aliases": [],
+            "description": ""
+        },
+        "shot.type.over-the-shoulder.likelihood": {
+            "title": "Over-The-Shoulder Shot",
+            "aliases": [
+                "OTS"
+            ],
+            "description": ""
+        }
+    },
+    "preprocessing": {
+        "input_height": 256,
+        "input_width": 256,
+        "normalisation_mean": [
+            0.0,
+            0.0,
+            0.0
+        ],
+        "normalisation_stdev": [
+            1.0,
+            1.0,
+            1.0
+        ],
+        "interpolation": "bilinear",
+        "output_format": "RGB",
+        "resize_method": "squish",
+        "pad_fill": null
+    }
+}