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Commit 69af6d1e authored by tomrink's avatar tomrink
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parent 8e646ce2
Branches sphinx
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......@@ -55,8 +55,7 @@ label_params = ['refl_0_65um_nom', 'temp_11_0um_nom', 'cld_temp_acha', 'cld_pres
DO_ZERO_OUT = False
data_idx, label_idx = 1, 1
data_param = data_params[data_idx]
label_idx = 1
label_param = label_params[label_idx]
x_134 = np.arange(134)
......@@ -211,11 +210,6 @@ class ESPCN:
label = np.concatenate(label_s)
data = np.concatenate(data_s)
# data = data[:, data_idx, :, :]
# data = resample(x_134, y_134, data, x_134_2, y_134_2)
# data = np.expand_dims(data, axis=3)
# data = data.astype(np.float32)
add_noise = None
noise_scale = None
if is_training:
......@@ -231,13 +225,6 @@ class ESPCN:
data = np.stack(data_norm, axis=3)
data = data.astype(np.float32)
add_noise = None
noise_scale = None
if is_training:
add_noise = True
noise_scale = 0.005
data = normalize(data, data_param, mean_std_dct, add_noise=add_noise, noise_scale=noise_scale)
# label = label[:, label_idx, :, :]
label = label[:, label_idx, 3:131:2, 3:131:2]
# label = label[:, label_idx, 3:131, 3:131]
......@@ -684,8 +671,7 @@ def prepare(param_idx=1, filename='/Users/tomrink/data_valid_40.npy'):
def run_evaluate_static(in_file, out_file, param='temp_11_0um_nom', ckpt_dir='/Users/tomrink/tf_model_sres/run-20220805173619/'):
nda = np.load(in_file)
nda = nda[:, data_idx, 2:133:2, 2:133:2]
nda = np.expand_dims(nda, axis=3)
nda = np.transpose(nda[0, 2, 3, 1])
nn = ESPCN()
out_sr = nn.run_evaluate(nda, param, ckpt_dir)
......
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