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# results

This model is a fine-tuned version of [microsoft/swinv2-large-patch4-window12-192-22k](https://huggingface.co/microsoft/swinv2-large-patch4-window12-192-22k) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.5248
- Accuracy: 0.6505

## Model description

On ADE20K Dataset, do image classification.

## 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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 2.8495        | 1.0   | 158  | 2.3313          | 0.5525   |
| 1.8825        | 2.0   | 316  | 1.6815          | 0.623    |
| 1.4956        | 3.0   | 474  | 1.5248          | 0.6505   |


### Framework versions

- Transformers 4.29.2
- Pytorch 2.0.1
- Datasets 2.12.0
- Tokenizers 0.13.2

abbey access_road airport_terminal bathroom village vinery vineyard volcano volleyball_court_indoor volleyball_court_outdoor voting_booth waiting_room walk_in_freezer walkway batters_box war_room warehouse_indoor warehouse_outdoor washhouse_indoor washhouse_outdoor washroom watchtower water water_fountain water_gate batting_cage_indoor water_mill water_park water_tower water_treatment_plant_indoor water_treatment_plant_outdoor watering_hole waterscape waterway wave weighbridge batting_cage_outdoor western wet_bar wetland wharf wheat_field whispering_gallery widows_walk_indoor widows_walk_interior wild wind_farm battlefield windmill window_seat windstorm winery witness_stand woodland workroom workshop wrestling_ring_indoor wrestling_ring_outdoor battlement yard youth_hostel zen_garden ziggurat zoo bay bayou bazaar_indoor bazaar_outdoor airport_ticket_counter beach beach_house beauty_salon bedchamber bedroom beer_garden beer_hall belfry bell_foundry berth alcove berth_deck betting_shop 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cargo_container_interior cargo_deck cargo_helicopter carport_indoor carport_outdoor carrousel acropolis apse_indoor cascade casino_indoor casino_outdoor castle catacomb cataract cathedral_indoor cathedral_outdoor catwalk cavern_indoor apse_outdoor cavern_outdoor cellar cemetery chair_lift chalet chaparral chapel checkout_counter cheese_factory chemical_plant aquarium chemistry_lab chicken_coop_indoor chicken_coop_outdoor chicken_farm_indoor chicken_farm_outdoor childs_room choir_loft_interior chuck_wagon church_indoor church_outdoor aquatic_theater circus_tent_indoor circus_tent_outdoor city classroom clean_room cliff clock_tower_indoor cloister_indoor cloister_outdoor closet aqueduct clothing_store coast coast_road cockpit cocktail_lounge coffee_shop computer_room conference_center conference_hall conference_room arbor confessional construction_site control_room control_tower_indoor control_tower_outdoor convenience_store_indoor convenience_store_outdoor coral_reef corn_field corner arcade corral corridor cottage cottage_garden country_house country_road courthouse courtroom courtyard covered_bridge_interior arch crawl_space creek crevasse crosswalk cultivated customhouse cybercafe dacha dairy_indoor dairy_outdoor archaelogical_excavation dam dance_floor dance_school darkroom day_care_center deck-house_boat_deck_house deck-house_deck_house delicatessen dentists_office department_store archipelago departure_lounge desert_road diner_indoor diner_outdoor dinette_home dining_area dining_car dining_hall dining_room dirt_track air_base archive discotheque distillery ditch diving_board dock dolmen donjon door doorway_indoor doorway_outdoor armory dorm_room downtown drainage_ditch dress_shop dressing_room drill_rig driveway driving_range_indoor driving_range_outdoor drugstore army_base dry dry_dock dugout earth_fissure east_asia editing_room electrical_substation elevated_catwalk elevator_interior elevator_lobby arrival_gate_indoor elevator_shaft embankment embassy embrasure engine_room entrance entrance_hall entranceway_indoor entranceway_outdoor entryway_outdoor arrival_gate_outdoor escalator_indoor escalator_outdoor escarpment establishment estaminet estuary excavation exhibition_hall exterior fabric_store art_gallery factory_indoor factory_outdoor fairway fan farm farm_building farmhouse fastfood_restaurant feed_bunk fence art_school ferryboat_indoor field_house field_road field_tent_indoor field_tent_outdoor fire_escape fire_station fire_trench fireplace firing_range_indoor art_studio firing_range_outdoor fish_farm fishmarket fishpond fitting_room_interior fjord flashflood flatlet flea_market_indoor flea_market_outdoor artificial floating_dock floating_dry_dock flood flood_plain florist_shop_indoor florist_shop_outdoor flowerbed flume_indoor fly_bridge flying_buttress artists_loft food_court football football_field foothill forecourt foreshore forest_fire forest_path forest_road forklift aircraft_carrier_object assembly_hall formal_garden fort fortress foundry_indoor foundry_outdoor fountain freestanding freeway freight_elevator front_porch assembly_line frontseat funeral_chapel funeral_home furnace_room galley game_room gangplank garage_indoor garage_outdoor garbage_dump assembly_plant garden gas_station gas_well gasworks gate gatehouse gazebo_interior general_store_indoor general_store_outdoor geodesic_dome_indoor athletic_field_indoor geodesic_dome_outdoor ghost_town gift_shop glacier glade glen golf_course gorge granary grape_arbor athletic_field_outdoor great_hall greengrocery greenhouse_indoor greenhouse_outdoor grotto grove guardhouse guardroom guesthouse gulch atrium_home gun_deck_indoor gun_deck_outdoor gun_store gymnasium_indoor gymnasium_outdoor hacienda hallway handball_court hangar_indoor hangar_outdoor atrium_public harbor hardware_store hat_shop hatchery hayfield hayloft head_shop hearth heath hedge_maze attic hedgerow heliport hen_yard herb_garden highway hill hillock hockey hollow home_office auditorium home_theater hoodoo hospital hospital_room hot_spring hot_tub_indoor hot_tub_outdoor hotel_breakfast_area hotel_outdoor hotel_room auto_factory house housing_estate housing_project howdah hunting_lodge_indoor hunting_lodge_outdoor hut hutment ice_cream_parlor ice_floe airfield auto_mechanics_indoor ice_shelf ice_skating_rink_indoor ice_skating_rink_outdoor iceberg igloo imaret incinerator_indoor incinerator_outdoor indoor_procenium indoor_round auto_mechanics_outdoor indoor_seats industrial_area industrial_park inlet inn_indoor inn_outdoor insane_asylum irrigation_ditch islet jacuzzi_indoor auto_racing_paddock jacuzzi_outdoor jail_cell jail_indoor jail_outdoor japanese_garden jetty jewelry_shop joss_house juke_joint jungle auto_showroom junk_pile junkyard jury_box kasbah kennel_indoor kennel_outdoor kindergarden_classroom kiosk_indoor kiosk_outdoor kitchen awning_deck kitchenette kraal lab_classroom laboratorywet labyrinth_indoor labyrinth_outdoor lagoon landfill landing landing_deck back_porch landing_strip laundromat lava_flow lavatory lawn layby lean-to lean-to_tent lecture_room legislative_chamber backdrop levee library library_indoor library_outdoor lido_deck_indoor lido_deck_outdoor lift_bridge lighthouse limousine_interior liquor_store_indoor backroom liquor_store_outdoor living_room loading_dock lobby lock_chamber locker_room loft loge loggia_outdoor lookout_station_indoor backseat lookout_station_outdoor lower_deck luggage_van lumberyard_indoor lumberyard_outdoor lyceum machine_shop manhole mansard mansion backstage manufactured_home market_indoor market_outdoor marsh martial_arts_gym massage_room mastaba maternity_ward mausoleum meadow airlock backstage_outdoor meat_house medina megalith menhir mens_store_outdoor mental_institution_indoor mental_institution_outdoor mesa mesoamerican mess_hall backstairs mews mezzanine military_headquarters military_hospital military_hut military_tent millpond millrace mine mineral_bath backstairs_indoor mineshaft mini_golf_course_indoor mini_golf_course_outdoor misc mission mobile_home monastery_indoor monastery_outdoor moon_bounce moor backwoods morgue mosque_indoor mosque_outdoor motel mountain mountain_path mountain_road mountain_snowy movie_theater_indoor movie_theater_outdoor badlands mudflat museum_indoor museum_outdoor music_store music_studio natural natural_history_museum natural_spring naval_base needleleaf badminton_court_indoor newsroom newsstand_indoor newsstand_outdoor nightclub nook nuclear_power_plant_indoor nuclear_power_plant_outdoor nunnery nursery nursing_home badminton_court_outdoor nursing_home_outdoor oasis oast_house observation_station observatory_indoor observatory_outdoor observatory_post ocean ocean_deep ocean_shallow baggage_claim office office_building office_cubicles oil_refinery_indoor oil_refinery_outdoor oilrig one-way_street open-hearth_furnace operating_room operating_table balcony_interior optician orchard orchestra_pit organ_loft_interior orlop_deck ossuary 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bank_vault print_shop priory promenade promenade_deck pub_indoor pub_outdoor pueblo pulpit pump_room pumping_station banquet_hall putting_green quadrangle questionable quicksand quonset_hut_indoor quonset_hut_outdoor racecourse raceway raft rail_indoor baptistry_indoor rail_outdoor railroad_track railway_yard rainforest ramp ranch ranch_house reading_room reception reception_room baptistry_outdoor recreation_room rectory recycling_plant_indoor recycling_plant_outdoor refectory repair_shop residential_neighborhood resort rest_area rest_stop airplane_cabin bar restaurant restaurant_kitchen restaurant_patio restroom_indoor restroom_outdoor retaining_wall revolving_door rice_paddy riding_arena rift_valley barbeque river road road_cut road_indoor road_outdoor rock_arch rock_garden rodeo roller_skating_rink_indoor roller_skating_rink_outdoor barbershop rolling_mill roof roof_garden room root_cellar rope_bridge rotisserie roundabout roundhouse rubble barn ruin runway sacristy safari_park salon saloon salt_plain sanatorium sand sand_trap barndoor sandbar sandbox sauna savanna sawmill schoolhouse schoolyard science_laboratory science_museum scriptorium barnyard scrubland scullery sea_cliff seaside seawall security_check_point semidesert server_room sewer sewing_room barrack shed shelter shelter_deck shelter_tent shipping_room shipyard_outdoor shoe_shop shop shopfront shopping_mall_indoor barrel_storage shopping_mall_outdoor shore shower shower_room shrine shrubbery sidewalk signal_box sinkhole ski_jump baseball ski_lodge ski_resort ski_slope sky skyscraper skywalk_indoor skywalk_outdoor slum snack_bar snowbank baseball_field snowfield soccer south_asia spillway sporting_goods_store squash_court stable stadium_outdoor stage_indoor stage_outdoor airport basement stage_set staircase stall starting_gate stateroom station steam_plant_outdoor steel_mill_indoor steel_mill_outdoor stone_circle basilica storage_room store storm_cellar street streetcar_track strip_mall strip_mine 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van_interior vat vegetable_garden vegetation bathhouse_outdoor vehicle velodrome_indoor velodrome_outdoor ventilation_shaft veranda vestibule vestry veterinarians_office viaduct videostore