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# swin-tiny-patch4-window7-224-finetuned-eurosat

This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 3.2455
- Accuracy: 0.5116

## 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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| No log        | 1.0   | 3    | 4.2463          | 0.5116   |
| No log        | 2.0   | 6    | 3.5920          | 0.5116   |
| No log        | 3.0   | 9    | 3.2455          | 0.5116   |


### Framework versions

- Transformers 4.46.3
- Pytorch 2.4.1+cpu
- Datasets 3.1.0
- Tokenizers 0.20.3

accordion_roller_conveyor accumulating_pallet_stopping accumulation_conveyor_chain acrylic_oil_cylinder_glass actima_clamping_device actima_clamping_system active_bridge_connection_kit active_charging_station active_shuttle_charger actuation_indexer actuation_indexing_plunger actuation_status_plunger actuator_connector_clamp adapter_plate adapter_set_for_various adapter_slot adapter_slot_connector adhesive_levelling_wedge adhesive_remover adhesive_steel_magnets adjustable_angle adjustable_angle_joint adjustable_axial_joint adjustable_ball_joint adjustable_ball_joint_clamp adjustable_ball_nut adjustable_ball_pads adjustable_cam_clamp adjustable_cam_lever adjustable_cam_levers adjustable_centre_holder adjustable_chain_tensioner adjustable_clamp_element adjustable_clamp_strap adjustable_clamp_straps adjustable_clamping_joint adjustable_clamping_latch adjustable_clamping_lever adjustable_clamping_nut adjustable_clamping_pin adjustable_clamping_screw adjustable_compression_latch adjustable_control_cover adjustable_control_knob adjustable_conveyor_legs adjustable_detectable_lever adjustable_die-cast_zinc_hinge adjustable_directional_knob adjustable_down_thrust_clamp adjustable_drip_oil_feeder adjustable_elevating_castor adjustable_feet_plates adjustable_form_a_clamp adjustable_form_c_gripper adjustable_friction_hinge adjustable_friction_hinges adjustable_gauge_arm adjustable_grip_clamp adjustable_gripper adjustable_grippers adjustable_hand_lever adjustable_hand_levers adjustable_height_cylinders adjustable_hinge adjustable_hinge_lock adjustable_hinge_mechanism adjustable_hinge_mould adjustable_hook_clamp adjustable_industrial_latch adjustable_industrial_stop adjustable_latch adjustable_lateral_holder adjustable_leveling_feet adjustable_leveling_foot adjustable_lifting_column adjustable_linear_bushing adjustable_locking_system adjustable_logic_cover adjustable_mounting_clamp adjustable_mounting_clamps adjustable_plastic_hinge adjustable_position_switch_actuator adjustable_power_clamp adjustable_profile_connector adjustable_ratchet_connectors adjustable_ratchet_element adjustable_relay_housing adjustable_rest_pads adjustable_revolving_handle adjustable_roller_carriage adjustable_rotation_bearing adjustable_screw_block adjustable_screw_blocks adjustable_screw_stops adjustable_seating_block adjustable_shaft_collar adjustable_shock_absorber adjustable_side_clamp adjustable_side_clamps adjustable_single_nut adjustable_slide_connectors adjustable_slide_unit adjustable_sliding_hub adjustable_slotted_hinge adjustable_snap_clamps adjustable_spirit_level adjustable_spirit_level_mount adjustable_spirit_levels adjustable_spring_plunger adjustable_stainless_hinge adjustable_stainless_steel_hinge adjustable_stainless_steel_hinges adjustable_stainless_steel_lever adjustable_stainless_steel_tension_lever adjustable_standard_knob adjustable_star_knob adjustable_steel_angle adjustable_steel_clamping_pads adjustable_steel_clamps adjustable_stop_assembly adjustable_stop_gate adjustable_suspension_bracket adjustable_swing_clamp adjustable_swing_latch adjustable_swivel_clamp adjustable_swivel_clamp_kit adjustable_swivel_foot adjustable_swivel_joint