agrobot_base/Python/OAK/datasets/oak-fcc-3/calibration/module_params.json

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{
"schema": "multispec_module_params_v3",
"saved_at": "2026-05-07 09:03:53",
"frame_type": "RAW_BRUTO",
"capture_mode_requested": "AUTO",
"capture_mode_effective": "AUTO",
"raw_policy": "allow_single",
"sensor_width": 1280,
"sensor_height": 800,
"bayer_pattern": "RGGB",
"camera_settings": {
"rgb": {
"ae_enable": false,
"awb_enable": false,
"exposure_time_us": 4800,
"analogue_gain": 1.0,
"colour_gains": [
1.0,
1.0
]
},
"re": {
"ae_enable": false,
"awb_enable": false,
"exposure_time_us": 13200,
"analogue_gain": 1.0,
"colour_gains": null
},
"nir": {
"ae_enable": false,
"awb_enable": false,
"exposure_time_us": 13200,
"analogue_gain": 1.0,
"colour_gains": null
}
},
"fusion_config": {
"alignment_mode": "homography",
"baseline_mm": 75.0,
"reference_camera": "rgb",
"manual_offsets": {
"re": {
"dx": 0,
"dy": 0,
"theta_deg": 0.0
},
"nir": {
"dx": 0,
"dy": 0,
"theta_deg": 0.0
}
},
"homographies": {
"re_to_rgb": [
[
0.9836077983170345,
-0.00414576215755023,
-7.995670153079967
],
[
-0.009155951570825544,
0.9872093474367271,
65.61737450021248
],
[
-8.515127189657688e-06,
-3.4530877754475106e-06,
1.0
]
],
"nir_to_rgb": [
[
0.9950840771095427,
-0.01203311522937068,
-0.37678489564225515
],
[
0.005818513521498549,
0.9844634830519817,
40.58679770900771
],
[
1.1689856045746963e-05,
-1.643688958474221e-05,
1.0
]
]
},
"crop_valid_common": true,
"resize_after_crop": true,
"target_size": null
},
"radiometric_config": {
"enabled": true,
"interval_s": 0.5,
"verbose": true,
"metering_mode": "reference_patches",
"spectral_control_mode": "shared",
"control_metric": "p50",
"target_value": 0.5,
"deadband": 0.035,
"p95_limit": 0.95,
"saturation_limit_pct": 2.0,
"alpha": 0.18,
"exp_step_gain": 0.55,
"prefer_exposure": true,
"exp_min_us": 100,
"exp_max_us": 80000,
"gain_min": 1.0,
"gain_max": 4.0,
"reference_patches": [
{
"name": "black_reference",
"type": "black",
"roles": [
"rgb",
"re",
"nir"
],
"roi_pct": {
"x0": 0.015625,
"y0": 0.9025,
"x1": 0.1125,
"y1": 0.995
},
"target_value": 0.08,
"weight": 0.7,
"roi_pct_by_role": {
"rgb": {
"x0": 0.015625,
"y0": 0.9025,
"x1": 0.1125,
"y1": 0.995
},
"re": {
"x0": 0.034375,
"y0": 0.83,
"x1": 0.132812,
"y1": 0.925
},
"nir": {
"x0": 0.0125,
"y0": 0.86,
"x1": 0.107813,
"y1": 0.95
}
}
},
{
"name": "gray_reference",
"type": "gray",
"roles": [
"rgb",
"re",
"nir"
],
"roi_pct": {
"x0": 0.475,
"y0": 0.895,
"x1": 0.56875,
"y1": 0.995
},
"target_value": 0.42,
"target_value_by_role": {
"rgb": 0.42,
"re": 0.36,
"nir": 0.40
},
"weight": 1.0,
"roi_pct_by_role": {
"rgb": {
"x0": 0.475,
"y0": 0.895,
"x1": 0.56875,
"y1": 0.995
},
"re": {
"x0": 0.5,
"y0": 0.83,
"x1": 0.590625,
"y1": 0.9225
},
"nir": {
"x0": 0.470313,
"y0": 0.86,
"x1": 0.565625,
"y1": 0.9625
}
}
},
{
"name": "white_reference",
"type": "white",
"roles": [
"rgb",
"re",
"nir"
],
"roi_pct": {
"x0": 0.870313,
"y0": 0.9025,
"x1": 0.9625,
"y1": 0.995
},
"target_value": 0.82,
"weight": 0.8,
"roi_pct_by_role": {
"rgb": {
"x0": 0.870313,
"y0": 0.9025,
"x1": 0.9625,
"y1": 0.995
},
"re": {
"x0": 0.89375,
"y0": 0.8325,
"x1": 0.984375,
"y1": 0.93
},
"nir": {
"x0": 0.875,
"y0": 0.86,
"x1": 0.970313,
"y1": 0.96
}
}
}
],
"exp_apply_threshold_us": 80,
"gain_apply_threshold": 0.05,
"apply_same_spectral_to_both": true,
"spectral_roles": [
"re",
"nir"
],
"dark_limit_pct": 35.0,
"control_strategy": "ratio",
"ratio_alpha": 0.55,
"ratio_min": 0.55,
"ratio_max": 1.20,
"reduce_fast_factor": 0.60,
"factor_min": 0.72,
"factor_max": 1.28,
"gain_return_enabled": true,
"gain_reduce_on_saturation": true,
"gain_increase_required_cycles": 5,
"gain_decrease_required_cycles": 2,
"gain_step_up": 0.2,
"gain_step_down": 0.5,
"gain_hard_reset_on_saturation": false,
"exp_high_ratio_for_gain": 0.95,
"exp_low_ratio_for_gain_return": 0.75,
"role_limits": {
"rgb": {
"exp_min_us": 100,
"exp_max_us": 80000,
"gain_min": 1.0,
"gain_max": 2.0
},
"re": {
"exp_min_us": 100,
"exp_max_us": 80000,
"gain_min": 1.0,
"gain_max": 2.0
},
"nir": {
"exp_min_us": 100,
"exp_max_us": 80000,
"gain_min": 1.0,
"gain_max": 2.0
}
},
"ready_required_cycles": 3,
"patch_control_mode": "gray_primary",
"patch_require_order": true,
"patch_min_separation": 0.08,
"patch_white_sat_limit_pct": 2.0,
"patch_white_p95_limit": 0.94,
"patch_black_dark_limit_pct": 80.0,
"patch_black_max_p50": 0.2,
"patch_gray_min_p50": 0.08,
"patch_gray_max_p50": 0.85
},
"radiometric_normalization": {
"enabled": true,
"method": "exposure_gain_reference",
"apply_stage": "after_dark_before_flat_gain",
"reference_controls": {
"rgb": {
"exposure_time_us": 4800,
"analogue_gain": 1.0
},
"re": {
"exposure_time_us": 13200,
"analogue_gain": 1.0
},
"nir": {
"exposure_time_us": 13200,
"analogue_gain": 1.0
}
},
"clip_output": true
},
"patch_normalization": {
"enabled": true,
"apply_when_metering_mode": "reference_patches",
"apply_stage": "after_fusion",
"method": "gray_scale_with_white_guard",
"space": "multispec_tensor",
"targets": {
"black": 0.06,
"gray": 0.4,
"white": 0.78
},
"white_guard_max": 0.92,
"scale_min": 0.35,
"scale_max": 2.5,
"clip_output": true,
"require_valid_gray": true,
"use_black_for_offset": false,
"save_patch_stats": true
},
"rgb_calibration": {
"enabled": true,
"gains": {
"R": 1.2500000000000002,
"G": 1.0,
"B": 1.5500000000000005
}
},
"flatfield_config": {
"enabled": true,
"subtract_dark": true,
"schema": "multispec_flatfield_v1",
"created_at": "2026-05-06 13:37:25",
"json_file": "calibration/flatfield_maps_v1.json",
"npz_file": "calibration/flatfield_maps_v1.npz",
"apply_before_fusion": true,
"apply_after_decode": true,
"apply_space": "native_camera_space",
"map_type": "gain",
"formula": "channel_corrected = max(channel_linear - dark, 0) * gain_map",
"channels": [
"R",
"G",
"B",
"RE",
"NIR"
],
"channel_maps": {
"R": {
"gain_key": "gain_R",
"flat_norm_key": "flat_norm_R",
"white_median_key": "white_median_R",
"dark_median_key": "dark_median_R",
"shape": [
400,
640
],
"gain_min": 0.5639018416404724,
"gain_max": 1.8886771202087402,
"gain_mean": 1.0681155920028687,
"gain_std": 0.3506295084953308
},
"G": {
"gain_key": "gain_G",
"flat_norm_key": "flat_norm_G",
"white_median_key": "white_median_G",
"dark_median_key": "dark_median_G",
"shape": [
400,
640
],
"gain_min": 0.5427238941192627,
"gain_max": 2.177884101867676,
"gain_mean": 1.0985527038574219,
"gain_std": 0.4235461354255676
},
"B": {
"gain_key": "gain_B",
"flat_norm_key": "flat_norm_B",
"white_median_key": "white_median_B",
"dark_median_key": "dark_median_B",
"shape": [
400,
640
],
"gain_min": 0.57332444190979,
"gain_max": 1.991808533668518,
"gain_mean": 1.0765669345855713,
"gain_std": 0.36871764063835144
},
"RE": {
"gain_key": "gain_RE",
"flat_norm_key": "flat_norm_RE",
"white_median_key": "white_median_RE",
"dark_median_key": "dark_median_RE",
"shape": [
800,
1280
],
"gain_min": 0.7719405889511108,
"gain_max": 1.6437114477157593,
"gain_mean": 1.0222759246826172,
"gain_std": 0.19225353002548218
},
"NIR": {
"gain_key": "gain_NIR",
"flat_norm_key": "flat_norm_NIR",
"white_median_key": "white_median_NIR",
"dark_median_key": "dark_median_NIR",
"shape": [
800,
1280
],
"gain_min": 0.808167576789856,
"gain_max": 1.5716955661773682,
"gain_mean": 1.021193265914917,
"gain_std": 0.1498267650604248
}
},
"exp_gain_correct_during_flat_capture": true,
"smooth_ksize": 31,
"min_gain": 0.25,
"max_gain": 4.0,
"notes": ""
}
}