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TFR Creation Fix #94

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TFR Creation Fix #94

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950b5d8
error handling fix
martham93 Jun 16, 2021
2b5208d
fix print
martham93 Jun 16, 2021
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14 changes: 9 additions & 5 deletions task-tfrecords/generate_datanpz.py
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Original file line number Diff line number Diff line change
Expand Up @@ -160,18 +160,22 @@ def make_datanpz(dest_folder, imagery, supertile,
continue

np_image = np.array(img)

if np_image.shape == (256, 256, 2):
print("bad tile: {}".format(tile))

img.close()

if not supertile:
if not supertile and not np_image.shape == (256, 256, 2):
try:
np_image = np_image.reshape((256, 256, 3)) # 4 channels returned from some endpoints, but not all
x_vals.append(np_image)
y_vals.append(labels[tile])
except ValueError:
np_image = np_image.reshape((256, 256, 4))
np_image = np_image[:, :, :3]

#focusing just on classification
x_vals.append(np_image)
y_vals.append(labels[tile])
x_vals.append(np_image)
y_vals.append(labels[tile])

# Convert lists to numpy arrays
x_vals = np.array(x_vals, dtype=np.uint8)
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