train GMSK
parent
7eb8676f11
commit
d96585e514
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@ -149,7 +149,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"ENCODING='PSK31'"
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"ENCODING='GMSK'"
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]
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},
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{
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@ -221,27 +221,11 @@
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"print('total training good images:', num_train_good)\n",
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"print('total training bad images:', num_train_bad)\n",
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"print(\"--\")\n",
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"print(\"Total training images:\", total_train)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"print(\"Total training images:\", total_train)\n",
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"print('total validation good images:', num_val_good)\n",
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"print('total validation bad images:', num_val_bad)\n",
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"print(\"--\")\n",
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"print(\"Total validation images:\", total_val)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"print(\"Total validation images:\", total_val)\n",
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"print(\"Reduce training and validation set when testing\")\n",
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"#total_train = 100\n",
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"#total_val = 100\n",
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@ -257,7 +241,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"batch_size = 64\n",
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"batch_size = 32\n",
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"epochs = 16"
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]
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},
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@ -267,12 +251,8 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"# Half size\n",
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"IMG_HEIGHT = 804\n",
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"IMG_WIDTH= 416\n",
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"# Full size, machine barfs probably needs more RAM\n",
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"#IMG_HEIGHT = 832\n",
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"#IMG_WIDTH = 1606"
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"IMG_WIDTH = 832\n",
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"IMG_HEIGHT = 1606"
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]
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},
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{
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@ -281,9 +261,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"train_image_generator = ImageDataGenerator(\n",
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" rescale=1./255\n",
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")"
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"train_image_generator = ImageDataGenerator( rescale=1./255 )"
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]
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},
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{
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@ -292,9 +270,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"val_image_generator = ImageDataGenerator(\n",
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" rescale=1./255\n",
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")"
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"val_image_generator = ImageDataGenerator( rescale=1./255 )"
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]
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},
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{
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@ -572,7 +548,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"model.save('/srv/satnogs/data/models/PSK31/wut-PSK31-201912.h5')"
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"model.save('/srv/satnogs/data/models/GMSK/wut-GMSK-201912.h5')"
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]
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},
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{
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@ -581,7 +557,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"model.save('/srv/satnogs/data/models/PSK31/wut-PSK31-201912.tf')"
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"model.save('/srv/satnogs/data/models/GMSK/wut-GMSK-201912.tf')"
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]
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},
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{
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