segformer-b0-finetuned-segments-sidewalk-2

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segformer-b0-finetuned-segments-sidewalk-2

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

• Loss: 4.3067
• Mean Iou: 0.0441
• Mean Accuracy: 0.1892
• Overall Accuracy: 0.2488
• Accuracy Background: nan
• Accuracy Wall: 0.1959
• Accuracy Building, edifice: nan
• Accuracy Sky: 0.0
• Accuracy Floor, flooring: 0.9116
• Accuracy Tree: 0.0
• Accuracy Ceiling: 0.6201
• Accuracy Road, route: nan
• Accuracy Bed: nan
• Accuracy Windowpane, window: nan
• Accuracy Grass: nan
• Accuracy Cabinet: nan
• Accuracy Sidewalk, pavement: nan
• Accuracy Person, individual, someone, somebody, mortal, soul: 0.7315
• Accuracy Earth, ground: 0.0
• Accuracy Door, double door: 0.0
• Accuracy Table: nan
• Accuracy Mountain, mount: nan
• Accuracy Plant, flora, plant life: nan
• Accuracy Curtain, drape, drapery, mantle, pall: nan
• Accuracy Chair: nan
• Accuracy Car, auto, automobile, machine, motorcar: nan
• Accuracy Water: 0.0
• Accuracy Painting, picture: nan
• Accuracy Sofa, couch, lounge: nan
• Accuracy Shelf: nan
• Accuracy House: nan
• Accuracy Sea: nan
• Accuracy Mirror: nan
• Accuracy Rug, carpet, carpeting: nan
• Accuracy Field: nan
• Accuracy Armchair: nan
• Accuracy Seat: nan
• Accuracy Fence, fencing: nan
• Accuracy Desk: nan
• Accuracy Rock, stone: 0.0
• Accuracy Wardrobe, closet, press: nan
• Accuracy Lamp: nan
• Accuracy Bathtub, bathing tub, bath, tub: nan
• Accuracy Railing, rail: nan
• Accuracy Cushion: nan
• Accuracy Base, pedestal, stand: nan
• Accuracy Box: nan
• Accuracy Column, pillar: nan
• Accuracy Signboard, sign: nan
• Accuracy Chest of drawers, chest, bureau, dresser: nan
• Accuracy Counter: nan
• Accuracy Sand: nan
• Accuracy Sink: nan
• Accuracy Skyscraper: nan
• Accuracy Fireplace, hearth, open fireplace: nan
• Accuracy Refrigerator, icebox: nan
• Accuracy Grandstand, covered stand: nan
• Accuracy Path: nan
• Accuracy Stairs, steps: nan
• Accuracy Runway: nan
• Accuracy Case, display case, showcase, vitrine: nan
• Accuracy Pool table, billiard table, snooker table: nan
• Accuracy Pillow: nan
• Accuracy Screen door, screen: nan
• Accuracy Stairway, staircase: nan
• Accuracy River: nan
• Accuracy Bridge, span: nan
• Accuracy Bookcase: nan
• Accuracy Blind, screen: nan
• Accuracy Coffee table, cocktail table: nan
• Accuracy Toilet, can, commode, crapper, pot, potty, stool, throne: nan
• Accuracy Flower: nan
• Accuracy Book: nan
• Accuracy Hill: 0.0
• Accuracy Bench: nan
• Accuracy Countertop: nan
• Accuracy Stove, kitchen stove, range, kitchen range, cooking stove: nan
• Accuracy Palm, palm tree: nan
• Accuracy Kitchen island: nan
• Accuracy Computer, computing machine, computing device, data processor, electronic computer, information processing system: nan
• Accuracy Swivel chair: nan
• Accuracy Boat: nan
• Accuracy Bar: nan
• Accuracy Arcade machine: nan
• Accuracy Hovel, hut, hutch, shack, shanty: nan
• Accuracy Bus, autobus, coach, charabanc, double-decker, jitney, motorbus, motorcoach, omnibus, passenger vehicle: nan
• Accuracy Towel: nan
• Accuracy Light, light source: 0.0
• Accuracy Truck, motortruck: nan
• Accuracy Tower: nan
• Accuracy Chandelier, pendant, pendent: nan
• Accuracy Awning, sunshade, sunblind: nan
• Accuracy Streetlight, street lamp: nan
• Accuracy Booth, cubicle, stall, kiosk: nan
• Accuracy Television receiver, television, television set, tv, tv set, idiot box, boob tube, telly, goggle box: nan
• Accuracy Airplane, aeroplane, plane: nan
• Accuracy Dirt track: nan
• Accuracy Apparel, wearing apparel, dress, clothes: nan
• Accuracy Pole: nan
• Accuracy Land, ground, soil: nan
• Accuracy Bannister, banister, balustrade, balusters, handrail: nan
• Accuracy Escalator, moving staircase, moving stairway: nan
• Accuracy Ottoman, pouf, pouffe, puff, hassock: nan
• Accuracy Bottle: nan
• Accuracy Buffet, counter, sideboard: nan
• Accuracy Poster, posting, placard, notice, bill, card: nan
• Accuracy Stage: nan
• Accuracy Van: nan
• Accuracy Ship: nan
• Accuracy Fountain: nan
• Accuracy Conveyer belt, conveyor belt, conveyer, conveyor, transporter: nan
• Accuracy Canopy: nan
• Accuracy Washer, automatic washer, washing machine: nan
• Accuracy Plaything, toy: nan
• Accuracy Swimming pool, swimming bath, natatorium: nan
• Accuracy Stool: nan
• Accuracy Barrel, cask: nan
• Accuracy Basket, handbasket: nan
• Accuracy Waterfall, falls: nan
• Accuracy Tent, collapsible shelter: nan
• Accuracy Bag: nan
• Accuracy Minibike, motorbike: nan
• Accuracy Cradle: nan
• Accuracy Oven: nan
• Accuracy Ball: nan
• Accuracy Food, solid food: nan
• Accuracy Step, stair: nan
• Accuracy Tank, storage tank: nan
• Accuracy Trade name, brand name, brand, marque: nan
• Accuracy Microwave, microwave oven: nan
• Accuracy Pot, flowerpot: nan
• Accuracy Animal, animate being, beast, brute, creature, fauna: nan
• Accuracy Bicycle, bike, wheel, cycle: nan
• Accuracy Lake: nan
• Accuracy Dishwasher, dish washer, dishwashing machine: nan
• Accuracy Screen, silver screen, projection screen: nan
• Accuracy Blanket, cover: nan
• Accuracy Sculpture: nan
• Accuracy Hood, exhaust hood: nan
• Accuracy Sconce: nan
• Accuracy Vase: nan
• Accuracy Traffic light, traffic signal, stoplight: nan
• Accuracy Tray: nan
• Accuracy Ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin: nan
• Accuracy Fan: nan
• Accuracy Pier, wharf, wharfage, dock: nan
• Accuracy Crt screen: nan
• Accuracy Plate: nan
• Accuracy Monitor, monitoring device: nan
• Accuracy Bulletin board, notice board: nan
• Accuracy Shower: nan
• Accuracy Radiator: nan
• Accuracy Glass, drinking glass: nan
• Accuracy Clock: 0.0
• Accuracy Flag: nan
• Iou Background: 0.0
• Iou Wall: 0.0964
• Iou Building, edifice: nan
• Iou Sky: 0.0
• Iou Floor, flooring: 0.3533
• Iou Tree: 0.0
• Iou Ceiling: 0.2283
• Iou Road, route: nan
• Iou Bed: nan
• Iou Windowpane, window: 0.0
• Iou Grass: nan
• Iou Cabinet: nan
• Iou Sidewalk, pavement: nan
• Iou Person, individual, someone, somebody, mortal, soul: 0.1162
• Iou Earth, ground: 0.0
• Iou Door, double door: 0.0
• Iou Table: nan
• Iou Mountain, mount: nan
• Iou Plant, flora, plant life: nan
• Iou Curtain, drape, drapery, mantle, pall: nan
• Iou Chair: nan
• Iou Car, auto, automobile, machine, motorcar: nan
• Iou Water: 0.0
• Iou Painting, picture: nan
• Iou Sofa, couch, lounge: nan
• Iou Shelf: nan
• Iou House: nan
• Iou Sea: nan
• Iou Mirror: 0.0
• Iou Rug, carpet, carpeting: nan
• Iou Field: nan
• Iou Armchair: nan
• Iou Seat: nan
• Iou Fence, fencing: nan
• Iou Desk: nan
• Iou Rock, stone: 0.0
• Iou Wardrobe, closet, press: nan
• Iou Lamp: nan
• Iou Bathtub, bathing tub, bath, tub: 0.0
• Iou Railing, rail: nan
• Iou Cushion: nan
• Iou Base, pedestal, stand: nan
• Iou Box: nan
• Iou Column, pillar: nan
• Iou Signboard, sign: nan
• Iou Chest of drawers, chest, bureau, dresser: nan
• Iou Counter: nan
• Iou Sand: nan
• Iou Sink: nan
• Iou Skyscraper: nan
• Iou Fireplace, hearth, open fireplace: nan
• Iou Refrigerator, icebox: nan
• Iou Grandstand, covered stand: nan
• Iou Path: nan
• Iou Stairs, steps: nan
• Iou Runway: nan
• Iou Case, display case, showcase, vitrine: nan
• Iou Pool table, billiard table, snooker table: nan
• Iou Pillow: nan
• Iou Screen door, screen: 0.0
• Iou Stairway, staircase: nan
• Iou River: nan
• Iou Bridge, span: nan
• Iou Bookcase: nan
• Iou Blind, screen: nan
• Iou Coffee table, cocktail table: nan
• Iou Toilet, can, commode, crapper, pot, potty, stool, throne: nan
• Iou Flower: nan
• Iou Book: nan
• Iou Hill: 0.0
• Iou Bench: nan
• Iou Countertop: nan
• Iou Stove, kitchen stove, range, kitchen range, cooking stove: nan
• Iou Palm, palm tree: nan
• Iou Kitchen island: nan
• Iou Computer, computing machine, computing device, data processor, electronic computer, information processing system: nan
• Iou Swivel chair: nan
• Iou Boat: nan
• Iou Bar: nan
• Iou Arcade machine: nan
• Iou Hovel, hut, hutch, shack, shanty: nan
• Iou Bus, autobus, coach, charabanc, double-decker, jitney, motorbus, motorcoach, omnibus, passenger vehicle: nan
• Iou Towel: nan
• Iou Light, light source: 0.0
• Iou Truck, motortruck: nan
• Iou Tower: nan
• Iou Chandelier, pendant, pendent: nan
• Iou Awning, sunshade, sunblind: nan
• Iou Streetlight, street lamp: nan
• Iou Booth, cubicle, stall, kiosk: nan
• Iou Television receiver, television, television set, tv, tv set, idiot box, boob tube, telly, goggle box: nan
• Iou Airplane, aeroplane, plane: nan
• Iou Dirt track: nan
• Iou Apparel, wearing apparel, dress, clothes: nan
• Iou Pole: nan
• Iou Land, ground, soil: nan
• Iou Bannister, banister, balustrade, balusters, handrail: nan
• Iou Escalator, moving staircase, moving stairway: nan
• Iou Ottoman, pouf, pouffe, puff, hassock: nan
• Iou Bottle: nan
• Iou Buffet, counter, sideboard: nan
• Iou Poster, posting, placard, notice, bill, card: nan
• Iou Stage: nan
• Iou Van: nan
• Iou Ship: nan
• Iou Fountain: nan
• Iou Conveyer belt, conveyor belt, conveyer, conveyor, transporter: nan
• Iou Canopy: nan
• Iou Washer, automatic washer, washing machine: nan
• Iou Plaything, toy: nan
• Iou Swimming pool, swimming bath, natatorium: nan
• Iou Stool: nan
• Iou Barrel, cask: nan
• Iou Basket, handbasket: nan
• Iou Waterfall, falls: nan
• Iou Tent, collapsible shelter: nan
• Iou Bag: nan
• Iou Minibike, motorbike: nan
• Iou Cradle: nan
• Iou Oven: nan
• Iou Ball: nan
• Iou Food, solid food: nan
• Iou Step, stair: nan
• Iou Tank, storage tank: nan
• Iou Trade name, brand name, brand, marque: nan
• Iou Microwave, microwave oven: nan
• Iou Pot, flowerpot: nan
• Iou Animal, animate being, beast, brute, creature, fauna: nan
• Iou Bicycle, bike, wheel, cycle: nan
• Iou Lake: nan
• Iou Dishwasher, dish washer, dishwashing machine: nan
• Iou Screen, silver screen, projection screen: nan
• Iou Blanket, cover: nan
• Iou Sculpture: nan
• Iou Hood, exhaust hood: nan
• Iou Sconce: nan
• Iou Vase: nan
• Iou Traffic light, traffic signal, stoplight: nan
• Iou Tray: nan
• Iou Ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin: nan
• Iou Fan: nan
• Iou Pier, wharf, wharfage, dock: nan
• Iou Crt screen: nan
• Iou Plate: nan
• Iou Monitor, monitoring device: nan
• Iou Bulletin board, notice board: nan
• Iou Shower: nan
• Iou Radiator: nan
• Iou Glass, drinking glass: nan
• Iou Clock: 0.0
• Iou Flag: nan

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: 1
• eval_batch_size: 1
• seed: 42
• optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• num_epochs: 50

Training results

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