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convolution layer example fix

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gsundeep-tech 2021-06-24 10:45:35 +08:00
parent fd4c180f93
commit 6389f0142a
1 changed files with 15 additions and 5 deletions
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20
14_deep_computer_vision_with_cnns.ipynb
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@ -226,21 +226,31 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 8, "execution_count": 1,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"conv = keras.layers.Conv2D(filters=32, kernel_size=3, strides=1,\n", "conv = keras.layers.Conv2D(filters=32, kernel_size=3, strides=1,\n",
" padding=\"SAME\", activation=\"relu\")" " padding=\"SAME\", activation=\"relu\", input_shape=outputs.shape)"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 9, "execution_count": 2,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"plot_image(crop(outputs[0, :, :, 0]))\n", "conv_outputs = conv(outputs)\n",
"conv_outputs.shape "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"plot_image(conv_outputs[0, :, :, 0])\n",
"plt.show()" "plt.show()"
] ]
}, },
@ -1368,7 +1378,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.7.10" "version": "3.8.10"
}, },
"nav_menu": {}, "nav_menu": {},
"toc": { "toc": {