ksdkamesh99
/ flow_from_directory.py
Last active
May 17, 2020 06:28
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| imagegen=datagen.flow_from_directory( | |
| directory, | |
| target_size=(256, 256), | |
| color_mode="rgb", | |
| classes=None, | |
| class_mode="categorical", | |
| batch_size=32, | |
| shuffle=True, | |
| seed=None, | |
| save_to_dir=None, |
ksdkamesh99
/ iterator.py
Created
May 17, 2020 06:47
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| x=imagegen.next() |
ksdkamesh99
/ image.py
Created
May 17, 2020 06:50
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| datagen=ImageDataGenerator() | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| x=imagegen.next() | |
| plt.imshow(x[0][0].astype('uint8')) | |
| plt.show() |
ksdkamesh99
/ rotation.py
Created
May 17, 2020 07:01
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| datagen=ImageDataGenerator( | |
| rotation_range=180 | |
| ) | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| fig, rows =plt.subplots(nrows=1, ncols=4, figsize=(18,18)) | |
| for row in rows: | |
| row.imshow(imagegen.next()[0][0].astype('uint8')) | |
| plt.show() |
ksdkamesh99
/ heightshift.py
Created
May 17, 2020 07:16
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| datagen=ImageDataGenerator( | |
| height_shift_range=0.25 | |
| #height_shift_range=[0,5,40,20] | |
| ) | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| fig, rows =plt.subplots(nrows=1, ncols=4, figsize=(18,18)) | |
| for row in rows: | |
| row.imshow(imagegen.next()[0][0].astype('uint8')) | |
| plt.show() |
ksdkamesh99
/ widthshift.py
Created
May 17, 2020 07:28
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| datagen=ImageDataGenerator( | |
| width_shift_range=[-50,0,50,40,-30,60,70,80] | |
| #width_shift_range=0.35 | |
| ) | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| fig, rows =plt.subplots(nrows=1, ncols=4, figsize=(18,18)) | |
| for row in rows: | |
| row.imshow(imagegen.next()[0][0].astype('uint8')) | |
| plt.show() |
ksdkamesh99
/ horizontalflip.py
Created
May 17, 2020 07:37
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| datagen=ImageDataGenerator( | |
| horizontal_flip=True | |
| ) | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| fig, rows =plt.subplots(nrows=1, ncols=4, figsize=(18,18)) | |
| for row in rows: | |
| row.imshow(imagegen.next()[0][0].astype('uint8')) | |
| plt.show() |
ksdkamesh99
/ verticalshift.py
Created
May 17, 2020 07:48
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| datagen=ImageDataGenerator( | |
| vertical_flip=True | |
| ) | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| fig, rows =plt.subplots(nrows=1, ncols=4, figsize=(18,18)) | |
| for row in rows: | |
| row.imshow(imagegen.next()[0][0].astype('uint8')) | |
| plt.show() |
ksdkamesh99
/ shear.py
Created
May 17, 2020 08:01
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| datagen=ImageDataGenerator( | |
| shear_range=60 | |
| ) | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| fig, rows =plt.subplots(nrows=1, ncols=4, figsize=(18,18)) | |
| for row in rows: | |
| row.imshow(imagegen.next()[0][0].astype('uint8')) | |
| plt.show() |
ksdkamesh99
/ zoom.py
Created
May 17, 2020 08:47
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| datagen=ImageDataGenerator( | |
| zoom_range=0.8 | |
| #zoom_range=[0.2,1.6] | |
| ) | |
| imagegen=datagen.flow_from_directory('images/',batch_size=1) | |
| fig, rows =plt.subplots(nrows=1, ncols=4, figsize=(18,18)) | |
| for row in rows: | |
| row.imshow(imagegen.next()[0][0].astype('uint8')) | |
| plt.show() |