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@@ -2627,6 +2627,13 @@
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"\"\"\"\n",
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"compile het model met de binary crossentropy loss function. Dit doen we omdat\n",
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"we maar 2 verschillende klassen hebben.\n",
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"We gebruiken rmsprop als optimizer omdat INVULLEN\n",
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"We gebruiken de accuracy als metric omdat we daarop willen trainen.\n",
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"\"\"\"\n",
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"\n",
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"model.compile(loss='binary_crossentropy',\n",
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"model.compile(loss='binary_crossentropy',\n",
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" optimizer='rmsprop',\n",
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" optimizer='rmsprop',\n",
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" metrics=['accuracy'])"
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" metrics=['accuracy'])"
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@@ -2792,6 +2799,9 @@
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}
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],
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"\n",
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"#fit het model met de datasets. We gebruiken 70 epochs en 3 stappen per epoch.\n",
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"\n",
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"model_ft = model.fit(train_dataset,\n",
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"model_ft = model.fit(train_dataset,\n",
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" steps_per_epoch=3,\n",
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" steps_per_epoch=3,\n",
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" epochs=70,\n",
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" epochs=70,\n",
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@@ -3188,6 +3198,7 @@
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}
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"source": [
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"# laat het netwerk een prediction doen op alle test fotos.\n",
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"dir_path = '../data/imgs/test/'\n",
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"dir_path = '../data/imgs/test/'\n",
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"\n",
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"\n",
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"for i in os.listdir(dir_path):\n",
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"for i in os.listdir(dir_path):\n",
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@@ -3210,12 +3221,13 @@
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]
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]
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},
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{
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{
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"cell_type": "code",
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"cell_type": "markdown",
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"execution_count": null,
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"id": "069341a9",
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"id": "530bae52",
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"metadata": {},
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"metadata": {},
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"outputs": [],
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"source": [
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"source": []
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"### Conclusie\n",
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"We hebben het CNN getest en "
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]
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}
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}
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],
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"metadata": {
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"metadata": {
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