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satnogs-wut
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use tf keras

master
root 2022-05-29 21:46:08 -06:00
parent b07f9d4e0f
commit b9600fab49
1 changed files with 23 additions and 14 deletions
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notebooks/wut-predict.ipynb
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@ -34,7 +34,9 @@
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": null, "execution_count": null,
"metadata": {}, "metadata": {
"tags": []
},
"outputs": [], "outputs": [],
"source": [ "source": [
"print(\"Start\")" "print(\"Start\")"
@ -65,18 +67,23 @@
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"import keras\n", "import tensorflow as tf\n",
"from keras import layers\n", "from tensorflow import keras\n",
"from keras import Sequential\n", "from tensorflow.keras import layers\n",
"from keras.layers import Activation, Dropout, Flatten, Dense\n", "from tensorflow.keras import optimizers\n",
"from keras.preprocessing.image import ImageDataGenerator\n", "from tensorflow.keras import Sequential\n",
"from keras.layers import Convolution2D, MaxPooling2D, ZeroPadding2D\n", "from tensorflow.keras.layers import Activation, Dropout, Flatten, Dense\n",
"from keras import optimizers\n", "from tensorflow.keras.layers import Convolution2D, MaxPooling2D, ZeroPadding2D\n",
"from keras.preprocessing import image\n", "from tensorflow.keras.layers import Dense, Conv2D, Flatten, Dropout, MaxPooling2D\n",
"from keras.models import load_model\n", "from tensorflow.keras.layers import Input, concatenate\n",
"#from keras.preprocessing.image import load_img\n", "from tensorflow.keras.models import load_model\n",
"#from keras.preprocessing.image import img_to_array\n", "from tensorflow.keras.models import Model\n",
"from keras.layers import Dense, Conv2D, Flatten, Dropout, MaxPooling2D" "from tensorflow.keras.preprocessing import image\n",
"from tensorflow.keras.preprocessing.image import ImageDataGenerator\n",
"from tensorflow.keras.preprocessing.image import img_to_array\n",
"from tensorflow.keras.preprocessing.image import load_img\n",
"from tensorflow.keras.utils import model_to_dot\n",
"from tensorflow.keras.utils import plot_model"
] ]
}, },
{ {
@ -226,7 +233,9 @@
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": null, "execution_count": null,
"metadata": {}, "metadata": {
"tags": []
},
"outputs": [], "outputs": [],
"source": [ "source": [
"sample_test_images, _ = next(test_data_gen)" "sample_test_images, _ = next(test_data_gen)"