supermachine-tobacco/config.py
2022-07-29 09:35:05 +08:00

35 lines
1.2 KiB
Python

import torch
import numpy as np
class Config:
# 文件相关参数
nRows, nCols, nBands = 256, 1024, 22
nRgbRows, nRgbCols, nRgbBands = 1024, 4096, 3
# 需要设置的谱段等参数
selected_bands = [127, 201, 202, 294]
bands = [127, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210,
211, 212, 213, 214, 215, 216, 217, 218, 219, 294]
is_yellow_min = np.array([0.10167048, 0.1644719, 0.1598884, 0.31534621])
is_yellow_max = np.array([0.212984, 0.25896924, 0.26509268, 0.51943593])
is_black_threshold = np.asarray([0.1369, 0.1472, 0.1439, 0.1814])
black_yellow_bands = [0, 2, 3, 21]
green_bands = [i for i in range(1, 21)]
# 光谱模型参数
blk_size = 4
pixel_model_path = r"./models/dt.p"
blk_model_path = r"./models/rf_4x4_c22_20_sen8_9.model"
spec_size_threshold = 3
# rgb模型参数
rgb_tobacco_model_path = r"models/tobacco_dt_2022-07-26_15-57.model"
rgb_background_model_path = r"models/background_dt_2022-07-27_08-11.model"
threshold_low, threshold_high = 10, 230
threshold_s = 175
rgb_size_threshold = 4
# Mask parameter
target_size = (1024, 1024) # (Width, Height) of mask