IslemTouati/scene_segmentation

This model is a fine-tuned version of nvidia/mit-b0 on an unknown dataset. It achieves the following results on the evaluation set:

• Train Loss: nan
• Validation Loss: nan
• Validation Mean Iou: 0.0038
• Validation Mean Accuracy: 0.0238
• Validation Overall Accuracy: 0.1957
• Validation Accuracy Wall: 1.0
• Validation Accuracy Building: 0.0
• Validation Accuracy Sky: 0.0
• Validation Accuracy Floor: 0.0
• Validation Accuracy Tree: 0.0
• Validation Accuracy Ceiling: 0.0
• Validation Accuracy Road: nan
• Validation Accuracy Bed : 0.0
• Validation Accuracy Windowpane: 0.0
• Validation Accuracy Grass: 0.0
• Validation Accuracy Cabinet: 0.0
• Validation Accuracy Sidewalk: 0.0
• Validation Accuracy Person: 0.0
• Validation Accuracy Earth: nan
• Validation Accuracy Door: 0.0
• Validation Accuracy Table: 0.0
• Validation Accuracy Mountain: 0.0
• Validation Accuracy Plant: 0.0
• Validation Accuracy Curtain: 0.0
• Validation Accuracy Chair: 0.0
• Validation Accuracy Car: 0.0
• Validation Accuracy Water: 0.0
• Validation Accuracy Painting: nan
• Validation Accuracy Sofa: nan
• Validation Accuracy Shelf: 0.0
• Validation Accuracy House: nan
• Validation Accuracy Sea: nan
• Validation Accuracy Mirror: nan
• Validation Accuracy Rug: 0.0
• Validation Accuracy Field: nan
• Validation Accuracy Armchair: nan
• Validation Accuracy Seat: 0.0
• Validation Accuracy Fence: nan
• Validation Accuracy Desk: 0.0
• Validation Accuracy Rock: nan
• Validation Accuracy Wardrobe: nan
• Validation Accuracy Lamp: nan
• Validation Accuracy Bathtub: nan
• Validation Accuracy Railing: nan
• Validation Accuracy Cushion: nan
• Validation Accuracy Base: nan
• Validation Accuracy Box: nan
• Validation Accuracy Column: 0.0
• Validation Accuracy Signboard: 0.0
• Validation Accuracy Chest of drawers: nan
• Validation Accuracy Counter: 0.0
• Validation Accuracy Sand: nan
• Validation Accuracy Sink: nan
• Validation Accuracy Skyscraper: nan
• Validation Accuracy Fireplace: 0.0
• Validation Accuracy Refrigerator: nan
• Validation Accuracy Grandstand: 0.0
• Validation Accuracy Path: nan
• Validation Accuracy Stairs: nan
• Validation Accuracy Runway: nan
• Validation Accuracy Case: nan
• Validation Accuracy Pool table: nan
• Validation Accuracy Pillow: nan
• Validation Accuracy Screen door: nan
• Validation Accuracy Stairway: 0.0
• Validation Accuracy River: nan
• Validation Accuracy Bridge: nan
• Validation Accuracy Bookcase: nan
• Validation Accuracy Blind: nan
• Validation Accuracy Coffee table: nan
• Validation Accuracy Toilet: nan
• Validation Accuracy Flower: nan
• Validation Accuracy Book: 0.0
• Validation Accuracy Hill: nan
• Validation Accuracy Bench: nan
• Validation Accuracy Countertop: 0.0
• Validation Accuracy Stove: 0.0
• Validation Accuracy Palm: nan
• Validation Accuracy Kitchen island: nan
• Validation Accuracy Computer: nan
• Validation Accuracy Swivel chair: 0.0
• Validation Accuracy Boat: nan
• Validation Accuracy Bar: nan
• Validation Accuracy Arcade machine: nan
• Validation Accuracy Hovel: nan
• Validation Accuracy Bus: nan
• Validation Accuracy Towel: 0.0
• Validation Accuracy Light: nan
• Validation Accuracy Truck: nan
• Validation Accuracy Tower: nan
• Validation Accuracy Chandelier: 0.0
• Validation Accuracy Awning: 0.0
• Validation Accuracy Streetlight: nan
• Validation Accuracy Booth: nan
• Validation Accuracy Television receiver: nan
• Validation Accuracy Airplane: nan
• Validation Accuracy Dirt track: nan
• Validation Accuracy Apparel: nan
• Validation Accuracy Pole: nan
• Validation Accuracy Land: nan
• Validation Accuracy Bannister: nan
• Validation Accuracy Escalator: nan
• Validation Accuracy Ottoman: nan
• Validation Accuracy Bottle: nan
• Validation Accuracy Buffet: nan
• Validation Accuracy Poster: nan
• Validation Accuracy Stage: nan
• Validation Accuracy Van: nan
• Validation Accuracy Ship: nan
• Validation Accuracy Fountain: nan
• Validation Accuracy Conveyer belt: nan
• Validation Accuracy Canopy: nan
• Validation Accuracy Washer: nan
• Validation Accuracy Plaything: nan
• Validation Accuracy Swimming pool: nan
• Validation Accuracy Stool: nan
• Validation Accuracy Barrel: nan
• Validation Accuracy Basket: nan
• Validation Accuracy Waterfall: nan
• Validation Accuracy Tent: nan
• Validation Accuracy Bag: 0.0
• Validation Accuracy Minibike: nan
• Validation Accuracy Cradle: nan
• Validation Accuracy Oven: nan
• Validation Accuracy Ball: nan
• Validation Accuracy Food: nan
• Validation Accuracy Step: nan
• Validation Accuracy Tank: nan
• Validation Accuracy Trade name: 0.0
• Validation Accuracy Microwave: nan
• Validation Accuracy Pot: nan
• Validation Accuracy Animal: 0.0
• Validation Accuracy Bicycle: nan
• Validation Accuracy Lake: nan
• Validation Accuracy Dishwasher: nan
• Validation Accuracy Screen: nan
• Validation Accuracy Blanket: nan
• Validation Accuracy Sculpture: 0.0
• Validation Accuracy Hood: nan
• Validation Accuracy Sconce: nan
• Validation Accuracy Vase: 0.0
• Validation Accuracy Traffic light: nan
• Validation Accuracy Tray: nan
• Validation Accuracy Ashcan: nan
• Validation Accuracy Fan: nan
• Validation Accuracy Pier: nan
• Validation Accuracy Crt screen: nan
• Validation Accuracy Plate: nan
• Validation Accuracy Monitor: nan
• Validation Accuracy Bulletin board: nan
• Validation Accuracy Shower: nan
• Validation Accuracy Radiator: nan
• Validation Accuracy Glass: nan
• Validation Accuracy Clock: nan
• Validation Accuracy Flag: nan
• Validation Iou Wall: 0.1579
• Validation Iou Building: 0.0
• Validation Iou Sky: 0.0
• Validation Iou Floor: 0.0
• Validation Iou Tree: 0.0
• Validation Iou Ceiling: 0.0
• Validation Iou Road: nan
• Validation Iou Bed : 0.0
• Validation Iou Windowpane: 0.0
• Validation Iou Grass: 0.0
• Validation Iou Cabinet: 0.0
• Validation Iou Sidewalk: 0.0
• Validation Iou Person: 0.0
• Validation Iou Earth: nan
• Validation Iou Door: 0.0
• Validation Iou Table: 0.0
• Validation Iou Mountain: 0.0
• Validation Iou Plant: 0.0
• Validation Iou Curtain: 0.0
• Validation Iou Chair: 0.0
• Validation Iou Car: 0.0
• Validation Iou Water: 0.0
• Validation Iou Painting: nan
• Validation Iou Sofa: nan
• Validation Iou Shelf: 0.0
• Validation Iou House: nan
• Validation Iou Sea: nan
• Validation Iou Mirror: nan
• Validation Iou Rug: 0.0
• Validation Iou Field: nan
• Validation Iou Armchair: nan
• Validation Iou Seat: 0.0
• Validation Iou Fence: nan
• Validation Iou Desk: 0.0
• Validation Iou Rock: nan
• Validation Iou Wardrobe: nan
• Validation Iou Lamp: nan
• Validation Iou Bathtub: nan
• Validation Iou Railing: nan
• Validation Iou Cushion: nan
• Validation Iou Base: nan
• Validation Iou Box: nan
• Validation Iou Column: 0.0
• Validation Iou Signboard: 0.0
• Validation Iou Chest of drawers: nan
• Validation Iou Counter: 0.0
• Validation Iou Sand: nan
• Validation Iou Sink: nan
• Validation Iou Skyscraper: nan
• Validation Iou Fireplace: 0.0
• Validation Iou Refrigerator: nan
• Validation Iou Grandstand: 0.0
• Validation Iou Path: nan
• Validation Iou Stairs: nan
• Validation Iou Runway: nan
• Validation Iou Case: nan
• Validation Iou Pool table: nan
• Validation Iou Pillow: nan
• Validation Iou Screen door: nan
• Validation Iou Stairway: 0.0
• Validation Iou River: nan
• Validation Iou Bridge: nan
• Validation Iou Bookcase: nan
• Validation Iou Blind: nan
• Validation Iou Coffee table: nan
• Validation Iou Toilet: nan
• Validation Iou Flower: nan
• Validation Iou Book: 0.0
• Validation Iou Hill: nan
• Validation Iou Bench: nan
• Validation Iou Countertop: 0.0
• Validation Iou Stove: 0.0
• Validation Iou Palm: nan
• Validation Iou Kitchen island: nan
• Validation Iou Computer: nan
• Validation Iou Swivel chair: 0.0
• Validation Iou Boat: nan
• Validation Iou Bar: nan
• Validation Iou Arcade machine: nan
• Validation Iou Hovel: nan
• Validation Iou Bus: nan
• Validation Iou Towel: 0.0
• Validation Iou Light: nan
• Validation Iou Truck: nan
• Validation Iou Tower: nan
• Validation Iou Chandelier: 0.0
• Validation Iou Awning: 0.0
• Validation Iou Streetlight: nan
• Validation Iou Booth: nan
• Validation Iou Television receiver: nan
• Validation Iou Airplane: nan
• Validation Iou Dirt track: nan
• Validation Iou Apparel: nan
• Validation Iou Pole: nan
• Validation Iou Land: nan
• Validation Iou Bannister: nan
• Validation Iou Escalator: nan
• Validation Iou Ottoman: nan
• Validation Iou Bottle: nan
• Validation Iou Buffet: nan
• Validation Iou Poster: nan
• Validation Iou Stage: nan
• Validation Iou Van: nan
• Validation Iou Ship: nan
• Validation Iou Fountain: nan
• Validation Iou Conveyer belt: nan
• Validation Iou Canopy: nan
• Validation Iou Washer: nan
• Validation Iou Plaything: nan
• Validation Iou Swimming pool: nan
• Validation Iou Stool: nan
• Validation Iou Barrel: nan
• Validation Iou Basket: nan
• Validation Iou Waterfall: nan
• Validation Iou Tent: nan
• Validation Iou Bag: 0.0
• Validation Iou Minibike: nan
• Validation Iou Cradle: nan
• Validation Iou Oven: nan
• Validation Iou Ball: nan
• Validation Iou Food: nan
• Validation Iou Step: nan
• Validation Iou Tank: nan
• Validation Iou Trade name: 0.0
• Validation Iou Microwave: nan
• Validation Iou Pot: nan
• Validation Iou Animal: 0.0
• Validation Iou Bicycle: nan
• Validation Iou Lake: nan
• Validation Iou Dishwasher: nan
• Validation Iou Screen: nan
• Validation Iou Blanket: nan
• Validation Iou Sculpture: 0.0
• Validation Iou Hood: nan
• Validation Iou Sconce: nan
• Validation Iou Vase: 0.0
• Validation Iou Traffic light: nan
• Validation Iou Tray: nan
• Validation Iou Ashcan: nan
• Validation Iou Fan: nan
• Validation Iou Pier: nan
• Validation Iou Crt screen: nan
• Validation Iou Plate: nan
• Validation Iou Monitor: nan
• Validation Iou Bulletin board: nan
• Validation Iou Shower: nan
• Validation Iou Radiator: nan
• Validation Iou Glass: nan
• Validation Iou Clock: nan
• Validation Iou Flag: nan
• Epoch: 0

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 6e-05, 'decay_steps': 40, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
• training_precision: float32

Training results

Train Loss	Validation Loss	Validation Mean Iou	Validation Mean Accuracy	Validation Overall Accuracy	Validation Accuracy Wall	Validation Accuracy Building	Validation Accuracy Sky	Validation Accuracy Floor	Validation Accuracy Tree	Validation Accuracy Ceiling	Validation Accuracy Road	Validation Accuracy Bed	Validation Accuracy Windowpane	Validation Accuracy Grass	Validation Accuracy Cabinet	Validation Accuracy Sidewalk	Validation Accuracy Person	Validation Accuracy Earth	Validation Accuracy Door	Validation Accuracy Table	Validation Accuracy Mountain	Validation Accuracy Plant	Validation Accuracy Curtain	Validation Accuracy Chair	Validation Accuracy Car	Validation Accuracy Water	Validation Accuracy Painting	Validation Accuracy Sofa	Validation Accuracy Shelf	Validation Accuracy House	Validation Accuracy Sea	Validation Accuracy Mirror	Validation Accuracy Rug	Validation Accuracy Field	Validation Accuracy Armchair	Validation Accuracy Seat	Validation Accuracy Fence	Validation Accuracy Desk	Validation Accuracy Rock	Validation Accuracy Wardrobe	Validation Accuracy Lamp	Validation Accuracy Bathtub	Validation Accuracy Railing	Validation Accuracy Cushion	Validation Accuracy Base	Validation Accuracy Box	Validation Accuracy Column	Validation Accuracy Signboard	Validation Accuracy Chest of drawers	Validation Accuracy Counter	Validation Accuracy Sand	Validation Accuracy Sink	Validation Accuracy Skyscraper	Validation Accuracy Fireplace	Validation Accuracy Refrigerator	Validation Accuracy Grandstand	Validation Accuracy Path	Validation Accuracy Stairs	Validation Accuracy Runway	Validation Accuracy Case	Validation Accuracy Pool table	Validation Accuracy Pillow	Validation Accuracy Screen door	Validation Accuracy Stairway	Validation Accuracy River	Validation Accuracy Bridge	Validation Accuracy Bookcase	Validation Accuracy Blind	Validation Accuracy Coffee table	Validation Accuracy Toilet	Validation Accuracy Flower	Validation Accuracy Book	Validation Accuracy Hill	Validation Accuracy Bench	Validation Accuracy Countertop	Validation Accuracy Stove	Validation Accuracy Palm	Validation Accuracy Kitchen island	Validation Accuracy Computer	Validation Accuracy Swivel chair	Validation Accuracy Boat	Validation Accuracy Bar	Validation Accuracy Arcade machine	Validation Accuracy Hovel	Validation Accuracy Bus	Validation Accuracy Towel	Validation Accuracy Light	Validation Accuracy Truck	Validation Accuracy Tower	Validation Accuracy Chandelier	Validation Accuracy Awning	Validation Accuracy Streetlight	Validation Accuracy Booth	Validation Accuracy Television receiver	Validation Accuracy Airplane	Validation Accuracy Dirt track	Validation Accuracy Apparel	Validation Accuracy Pole	Validation Accuracy Land	Validation Accuracy Bannister	Validation Accuracy Escalator	Validation Accuracy Ottoman	Validation Accuracy Bottle	Validation Accuracy Buffet	Validation Accuracy Poster	Validation Accuracy Stage	Validation Accuracy Van	Validation Accuracy Ship	Validation Accuracy Fountain	Validation Accuracy Conveyer belt	Validation Accuracy Canopy	Validation Accuracy Washer	Validation Accuracy Plaything	Validation Accuracy Swimming pool	Validation Accuracy Stool	Validation Accuracy Barrel	Validation Accuracy Basket	Validation Accuracy Waterfall	Validation Accuracy Tent	Validation Accuracy Bag	Validation Accuracy Minibike	Validation Accuracy Cradle	Validation Accuracy Oven	Validation Accuracy Ball	Validation Accuracy Food	Validation Accuracy Step	Validation Accuracy Tank	Validation Accuracy Trade name	Validation Accuracy Microwave	Validation Accuracy Pot	Validation Accuracy Animal	Validation Accuracy Bicycle	Validation Accuracy Lake	Validation Accuracy Dishwasher	Validation Accuracy Screen	Validation Accuracy Blanket	Validation Accuracy Sculpture	Validation Accuracy Hood	Validation Accuracy Sconce	Validation Accuracy Vase	Validation Accuracy Traffic light	Validation Accuracy Tray	Validation Accuracy Ashcan	Validation Accuracy Fan	Validation Accuracy Pier	Validation Accuracy Crt screen	Validation Accuracy Plate	Validation Accuracy Monitor	Validation Accuracy Bulletin board	Validation Accuracy Shower	Validation Accuracy Radiator	Validation Accuracy Glass	Validation Accuracy Clock	Validation Accuracy Flag	Validation Iou Wall	Validation Iou Building	Validation Iou Sky	Validation Iou Floor	Validation Iou Tree	Validation Iou Ceiling	Validation Iou Road	Validation Iou Bed	Validation Iou Windowpane	Validation Iou Grass	Validation Iou Cabinet	Validation Iou Sidewalk	Validation Iou Person	Validation Iou Earth	Validation Iou Door	Validation Iou Table	Validation Iou Mountain	Validation Iou Plant	Validation Iou Curtain	Validation Iou Chair	Validation Iou Car	Validation Iou Water	Validation Iou Painting	Validation Iou Sofa	Validation Iou Shelf	Validation Iou House	Validation Iou Sea	Validation Iou Mirror	Validation Iou Rug	Validation Iou Field	Validation Iou Armchair	Validation Iou Seat	Validation Iou Fence	Validation Iou Desk	Validation Iou Rock	Validation Iou Wardrobe	Validation Iou Lamp	Validation Iou Bathtub	Validation Iou Railing	Validation Iou Cushion	Validation Iou Base	Validation Iou Box	Validation Iou Column	Validation Iou Signboard	Validation Iou Chest of drawers	Validation Iou Counter	Validation Iou Sand	Validation Iou Sink	Validation Iou Skyscraper	Validation Iou Fireplace	Validation Iou Refrigerator	Validation Iou Grandstand	Validation Iou Path	Validation Iou Stairs	Validation Iou Runway	Validation Iou Case	Validation Iou Pool table	Validation Iou Pillow	Validation Iou Screen door	Validation Iou Stairway	Validation Iou River	Validation Iou Bridge	Validation Iou Bookcase	Validation Iou Blind	Validation Iou Coffee table	Validation Iou Toilet	Validation Iou Flower	Validation Iou Book	Validation Iou Hill	Validation Iou Bench	Validation Iou Countertop	Validation Iou Stove	Validation Iou Palm	Validation Iou Kitchen island	Validation Iou Computer	Validation Iou Swivel chair	Validation Iou Boat	Validation Iou Bar	Validation Iou Arcade machine	Validation Iou Hovel	Validation Iou Bus	Validation Iou Towel	Validation Iou Light	Validation Iou Truck	Validation Iou Tower	Validation Iou Chandelier	Validation Iou Awning	Validation Iou Streetlight	Validation Iou Booth	Validation Iou Television receiver	Validation Iou Airplane	Validation Iou Dirt track	Validation Iou Apparel	Validation Iou Pole	Validation Iou Land	Validation Iou Bannister	Validation Iou Escalator	Validation Iou Ottoman	Validation Iou Bottle	Validation Iou Buffet	Validation Iou Poster	Validation Iou Stage	Validation Iou Van	Validation Iou Ship	Validation Iou Fountain	Validation Iou Conveyer belt	Validation Iou Canopy	Validation Iou Washer	Validation Iou Plaything	Validation Iou Swimming pool	Validation Iou Stool	Validation Iou Barrel	Validation Iou Basket	Validation Iou Waterfall	Validation Iou Tent	Validation Iou Bag	Validation Iou Minibike	Validation Iou Cradle	Validation Iou Oven	Validation Iou Ball	Validation Iou Food	Validation Iou Step	Validation Iou Tank	Validation Iou Trade name	Validation Iou Microwave	Validation Iou Pot	Validation Iou Animal	Validation Iou Bicycle	Validation Iou Lake	Validation Iou Dishwasher	Validation Iou Screen	Validation Iou Blanket	Validation Iou Sculpture	Validation Iou Hood	Validation Iou Sconce	Validation Iou Vase	Validation Iou Traffic light	Validation Iou Tray	Validation Iou Ashcan	Validation Iou Fan	Validation Iou Pier	Validation Iou Crt screen	Validation Iou Plate	Validation Iou Monitor	Validation Iou Bulletin board	Validation Iou Shower	Validation Iou Radiator	Validation Iou Glass	Validation Iou Clock	Validation Iou Flag	Epoch
nan	nan	0.0038	0.0238	0.1957	1.0	0.0	0.0	0.0	0.0	0.0	nan	0.0	0.0	0.0	0.0	0.0	0.0	nan	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	nan	nan	0.0	nan	nan	nan	0.0	nan	nan	0.0	nan	0.0	nan	nan	nan	nan	nan	nan	nan	nan	0.0	0.0	nan	0.0	nan	nan	nan	0.0	nan	0.0	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	0.0	0.0	nan	nan	nan	0.0	nan	nan	nan	nan	nan	0.0	nan	nan	nan	0.0	0.0	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	0.0	nan	nan	nan	nan	nan	0.0	nan	nan	0.0	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.1579	0.0	0.0	0.0	0.0	0.0	nan	0.0	0.0	0.0	0.0	0.0	0.0	nan	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	nan	nan	0.0	nan	nan	nan	0.0	nan	nan	0.0	nan	0.0	nan	nan	nan	nan	nan	nan	nan	nan	0.0	0.0	nan	0.0	nan	nan	nan	0.0	nan	0.0	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	0.0	0.0	nan	nan	nan	0.0	nan	nan	nan	nan	nan	0.0	nan	nan	nan	0.0	0.0	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	nan	nan	nan	nan	nan	0.0	nan	nan	0.0	nan	nan	nan	nan	nan	0.0	nan	nan	0.0	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0

Framework versions

• Transformers 4.41.2
• TensorFlow 2.15.0
• Datasets 2.20.0
• Tokenizers 0.19.1