how to set the parameters for sam2 for sentinel 2 visual bands?

[automataIA]

How to set the parameters for sam2 for sentinel 2 visual bands?
Parameters:

suggested_params_dict = {
    'model_id': 'sam2-hiera-large',
    'device': 'cuda',
    'empty_cache': True,
    'automatic': True,
    'video': False,
    'mode': 'eval',
    'hydra_overrides_extra': None,
    'apply_postprocessing': True,
    'points_per_side': 16,  
    'points_per_batch': 8,
    'pred_iou_thresh': 0.5,
    'stability_score_thresh': 0.5,
    'stability_score_offset': 0.1,
    'mask_threshold': 0.5,
    'box_nms_thresh': 0.3,
    'crop_n_layers': 2,     
    'crop_nms_thresh': 0.3,
    'crop_overlap_ratio': 0.5,
    'crop_n_points_downscale_factor': 2,
    'point_grids': None,
    'min_mask_region_area': 50, 
    'output_mode': "binary_mask",
    'use_m2m': True,
    'multimask_output': True,
    'max_hole_area': 20,     
    'max_sprinkle_area': 20   
}

context:

• 1 pixel = 10 meter
• many small objects to detect.