segformer-b0-scene-parse-150

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segformer-b0-scene-parse-150

This model is a fine-tuned version of nvidia/mit-b0 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:

• Loss: 4.7207
• Val Mean Iou: 0.0003
• Val Mean Accuracy: 0.0075
• Val Overall Accuracy: 0.0081
• Val Accuracy Wall: 0.0
• Val Accuracy Building: 0.0267
• Val Accuracy Sky: 0.0
• Val Accuracy Floor: 0.0
• Val Accuracy Tree: 0.0007
• Val Accuracy Ceiling: 0.0
• Val Accuracy Road: 0.0058
• Val Accuracy Bed : 0.0
• Val Accuracy Windowpane: nan
• Val Accuracy Grass: 0.0
• Val Accuracy Cabinet: 0.0
• Val Accuracy Sidewalk: 0.0
• Val Accuracy Person: 0.0
• Val Accuracy Earth: 0.0
• Val Accuracy Door: 0.3095
• Val Accuracy Table: 0.0
• Val Accuracy Mountain: 0.0
• Val Accuracy Plant: 0.0
• Val Accuracy Curtain: 0.0
• Val Accuracy Chair: 0.0
• Val Accuracy Car: 0.0
• Val Accuracy Water: 0.0
• Val Accuracy Painting: nan
• Val Accuracy Sofa: nan
• Val Accuracy Shelf: nan
• Val Accuracy House: nan
• Val Accuracy Sea: 0.0110
• Val Accuracy Mirror: 0.0
• Val Accuracy Rug: 0.0
• Val Accuracy Field: nan
• Val Accuracy Armchair: nan
• Val Accuracy Seat: nan
• Val Accuracy Fence: 0.0
• Val Accuracy Desk: nan
• Val Accuracy Rock: nan
• Val Accuracy Wardrobe: 0.0
• Val Accuracy Lamp: 0.0
• Val Accuracy Bathtub: 0.0
• Val Accuracy Railing: 0.0
• Val Accuracy Cushion: nan
• Val Accuracy Base: nan
• Val Accuracy Box: nan
• Val Accuracy Column: 0.0
• Val Accuracy Signboard: nan
• Val Accuracy Chest of drawers: nan
• Val Accuracy Counter: nan
• Val Accuracy Sand: 0.0
• Val Accuracy Sink: nan
• Val Accuracy Skyscraper: nan
• Val Accuracy Fireplace: nan
• Val Accuracy Refrigerator: nan
• Val Accuracy Grandstand: nan
• Val Accuracy Path: 0.0
• Val Accuracy Stairs: nan
• Val Accuracy Runway: nan
• Val Accuracy Case: nan
• Val Accuracy Pool table: nan
• Val Accuracy Pillow: nan
• Val Accuracy Screen door: nan
• Val Accuracy Stairway: nan
• Val Accuracy River: nan
• Val Accuracy Bridge: nan
• Val Accuracy Bookcase: nan
• Val Accuracy Blind: nan
• Val Accuracy Coffee table: 0.0
• Val Accuracy Toilet: nan
• Val Accuracy Flower: nan
• Val Accuracy Book: 0.0
• Val Accuracy Hill: nan
• Val Accuracy Bench: nan
• Val Accuracy Countertop: nan
• Val Accuracy Stove: nan
• Val Accuracy Palm: nan
• Val Accuracy Kitchen island: nan
• Val Accuracy Computer: nan
• Val Accuracy Swivel chair: nan
• Val Accuracy Boat: nan
• Val Accuracy Bar: nan
• Val Accuracy Arcade machine: nan
• Val Accuracy Hovel: nan
• Val Accuracy Bus: nan
• Val Accuracy Towel: 0.0
• Val Accuracy Light: nan
• Val Accuracy Truck: nan
• Val Accuracy Tower: nan
• Val Accuracy Chandelier: nan
• Val Accuracy Awning: 0.0
• Val Accuracy Streetlight: nan
• Val Accuracy Booth: nan
• Val Accuracy Television receiver: nan
• Val Accuracy Airplane: nan
• Val Accuracy Dirt track: nan
• Val Accuracy Apparel: 0.0
• Val Accuracy Pole: nan
• Val Accuracy Land: nan
• Val Accuracy Bannister: nan
• Val Accuracy Escalator: nan
• Val Accuracy Ottoman: 0.0
• Val Accuracy Bottle: nan
• Val Accuracy Buffet: 0.0
• Val Accuracy Poster: nan
• Val Accuracy Stage: nan
• Val Accuracy Van: nan
• Val Accuracy Ship: nan
• Val Accuracy Fountain: nan
• Val Accuracy Conveyer belt: nan
• Val Accuracy Canopy: nan
• Val Accuracy Washer: nan
• Val Accuracy Plaything: nan
• Val Accuracy Swimming pool: nan
• Val Accuracy Stool: nan
• Val Accuracy Barrel: nan
• Val Accuracy Basket: nan
• Val Accuracy Waterfall: nan
• Val Accuracy Tent: 0.0
• Val Accuracy Bag: nan
• Val Accuracy Minibike: nan
• Val Accuracy Cradle: nan
• Val Accuracy Oven: nan
• Val Accuracy Ball: nan
• Val Accuracy Food: 0.0
• Val Accuracy Step: nan
• Val Accuracy Tank: 0.0
• Val Accuracy Trade name: nan
• Val Accuracy Microwave: nan
• Val Accuracy Pot: nan
• Val Accuracy Animal: nan
• Val Accuracy Bicycle: nan
• Val Accuracy Lake: nan
• Val Accuracy Dishwasher: nan
• Val Accuracy Screen: nan
• Val Accuracy Blanket: nan
• Val Accuracy Sculpture: nan
• Val Accuracy Hood: 0.0
• Val Accuracy Sconce: nan
• Val Accuracy Vase: nan
• Val Accuracy Traffic light: nan
• Val Accuracy Tray: 0.0
• Val Accuracy Ashcan: 0.0
• Val Accuracy Fan: nan
• Val Accuracy Pier: nan
• Val Accuracy Crt screen: nan
• Val Accuracy Plate: nan
• Val Accuracy Monitor: nan
• Val Accuracy Bulletin board: 0.0
• Val Accuracy Shower: nan
• Val Accuracy Radiator: nan
• Val Accuracy Glass: 0.0
• Val Accuracy Clock: nan
• Val Accuracy Flag: nan
• Val Iou Wall: 0.0
• Val Iou Building: 0.0139
• Val Iou Sky: 0.0
• Val Iou Floor: 0.0
• Val Iou Tree: 0.0005
• Val Iou Ceiling: 0.0
• Val Iou Road: 0.0056
• Val Iou Bed : 0.0
• Val Iou Windowpane: 0.0
• Val Iou Grass: 0.0
• Val Iou Cabinet: 0.0
• Val Iou Sidewalk: 0.0
• Val Iou Person: 0.0
• Val Iou Earth: 0.0
• Val Iou Door: 0.0092
• Val Iou Table: 0.0
• Val Iou Mountain: 0.0
• Val Iou Plant: 0.0
• Val Iou Curtain: 0.0
• Val Iou Chair: 0.0
• Val Iou Car: 0.0
• Val Iou Water: 0.0
• Val Iou Painting: 0.0
• Val Iou Sofa: 0.0
• Val Iou Shelf: 0.0
• Val Iou House: 0.0
• Val Iou Sea: 0.0062
• Val Iou Mirror: 0.0
• Val Iou Rug: 0.0
• Val Iou Field: 0.0
• Val Iou Armchair: 0.0
• Val Iou Seat: 0.0
• Val Iou Fence: 0.0
• Val Iou Desk: 0.0
• Val Iou Rock: 0.0
• Val Iou Wardrobe: 0.0
• Val Iou Lamp: 0.0
• Val Iou Bathtub: 0.0
• Val Iou Railing: 0.0
• Val Iou Cushion: nan
• Val Iou Base: 0.0
• Val Iou Box: nan
• Val Iou Column: 0.0
• Val Iou Signboard: 0.0
• Val Iou Chest of drawers: 0.0
• Val Iou Counter: 0.0
• Val Iou Sand: 0.0
• Val Iou Sink: 0.0
• Val Iou Skyscraper: nan
• Val Iou Fireplace: 0.0
• Val Iou Refrigerator: 0.0
• Val Iou Grandstand: 0.0
• Val Iou Path: 0.0
• Val Iou Stairs: 0.0
• Val Iou Runway: nan
• Val Iou Case: 0.0
• Val Iou Pool table: 0.0
• Val Iou Pillow: nan
• Val Iou Screen door: nan
• Val Iou Stairway: nan
• Val Iou River: 0.0
• Val Iou Bridge: 0.0
• Val Iou Bookcase: nan
• Val Iou Blind: 0.0
• Val Iou Coffee table: 0.0
• Val Iou Toilet: nan
• Val Iou Flower: 0.0
• Val Iou Book: 0.0
• Val Iou Hill: 0.0
• Val Iou Bench: nan
• Val Iou Countertop: 0.0
• Val Iou Stove: 0.0
• Val Iou Palm: 0.0
• Val Iou Kitchen island: 0.0
• Val Iou Computer: 0.0
• Val Iou Swivel chair: 0.0
• Val Iou Boat: 0.0
• Val Iou Bar: 0.0
• Val Iou Arcade machine: 0.0
• Val Iou Hovel: 0.0
• Val Iou Bus: 0.0
• Val Iou Towel: 0.0
• Val Iou Light: 0.0
• Val Iou Truck: nan
• Val Iou Tower: 0.0
• Val Iou Chandelier: nan
• Val Iou Awning: 0.0
• Val Iou Streetlight: 0.0
• Val Iou Booth: nan
• Val Iou Television receiver: 0.0
• Val Iou Airplane: 0.0
• Val Iou Dirt track: 0.0
• Val Iou Apparel: 0.0
• Val Iou Pole: 0.0
• Val Iou Land: 0.0
• Val Iou Bannister: nan
• Val Iou Escalator: 0.0
• Val Iou Ottoman: 0.0
• Val Iou Bottle: 0.0
• Val Iou Buffet: 0.0
• Val Iou Poster: 0.0
• Val Iou Stage: 0.0
• Val Iou Van: 0.0
• Val Iou Ship: nan
• Val Iou Fountain: nan
• Val Iou Conveyer belt: 0.0
• Val Iou Canopy: 0.0
• Val Iou Washer: 0.0
• Val Iou Plaything: 0.0
• Val Iou Swimming pool: 0.0
• Val Iou Stool: 0.0
• Val Iou Barrel: 0.0
• Val Iou Basket: nan
• Val Iou Waterfall: 0.0
• Val Iou Tent: 0.0
• Val Iou Bag: 0.0
• Val Iou Minibike: 0.0
• Val Iou Cradle: 0.0
• Val Iou Oven: 0.0
• Val Iou Ball: 0.0
• Val Iou Food: 0.0
• Val Iou Step: 0.0
• Val Iou Tank: 0.0
• Val Iou Trade name: 0.0
• Val Iou Microwave: 0.0
• Val Iou Pot: nan
• Val Iou Animal: 0.0
• Val Iou Bicycle: 0.0
• Val Iou Lake: 0.0
• Val Iou Dishwasher: 0.0
• Val Iou Screen: 0.0
• Val Iou Blanket: 0.0
• Val Iou Sculpture: 0.0
• Val Iou Hood: 0.0
• Val Iou Sconce: nan
• Val Iou Vase: nan
• Val Iou Traffic light: 0.0
• Val Iou Tray: 0.0
• Val Iou Ashcan: 0.0
• Val Iou Fan: 0.0
• Val Iou Pier: 0.0
• Val Iou Crt screen: 0.0
• Val Iou Plate: 0.0
• Val Iou Monitor: 0.0
• Val Iou Bulletin board: 0.0
• Val Iou Shower: nan
• Val Iou Radiator: 0.0
• Val Iou Glass: 0.0
• Val Iou Clock: 0.0
• Val Iou Flag: 0.0

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:

• learning_rate: 6e-05
• train_batch_size: 2
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 2

Training results

The model card is truncated. Read the rest on Hugging Face.