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robmarkcolerobmarkcole
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Update notebooks
1 parent c5d6bf5 commit 8677edf

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-41
lines changed

2 files changed

+123
-41
lines changed

‎usage-face-recognition.ipynb‎

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@@ -9,7 +9,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"execution_count": 15,
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"metadata": {},
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"outputs": [],
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"source": [
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"IP_ADDRESS = 'localhost'\n",
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"PORT = '5000'\n",
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"API_KEY = \"Mysecretkey\"\n",
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"TIMEOUT = 10 # Default is 10"
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"TIMEOUT = 30 # Default is 10"
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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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"metadata": {},
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"source": [
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},
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{
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"cell_type": "code",
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"metadata": {},
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"outputs": [
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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": 18,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"CPU times: user 9.38 ms, sys: 9.2 ms, total: 18.6 ms\n",
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"Wall time: 2.44 s\n"
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"CPU times: user 5.04 ms, sys: 7.95 ms, total: 13 ms\n",
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"Wall time: 3.01 s\n"
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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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"execution_count": 19,
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"metadata": {},
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"outputs": [
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{
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" 'x_max': 1199}]"
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]
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},
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"execution_count": 19,
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"metadata": {},
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"output_type": "execute_result"
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}
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"cell_type": "code",
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{
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"2"
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]
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},
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"execution_count": 7,
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"execution_count": 20,
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"metadata": {},
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"output_type": "execute_result"
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}
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},
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"cell_type": "code",
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"execution_count": 21,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"CPU times: user 5.12 ms, sys: 7.95 ms, total: 13.1 ms\n",
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"Wall time: 3.13 s\n"
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"CPU times: user 4.81 ms, sys: 9.05 ms, total: 13.9 ms\n",
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"Wall time: 2.99 s\n"
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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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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"CPU times: user 4.63 ms, sys: 2.9 ms, total: 7.53 ms\n",
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"Wall time: 4.24 s\n"
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"CPU times: user 4.37 ms, sys: 2.84 ms, total: 7.21 ms\n",
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"Wall time: 3.87 s\n"
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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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"execution_count": 23,
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"metadata": {},
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"outputs": [
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{
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"{'Idris Elba': 74.7}"
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]
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},
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"execution_count": 11,
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"execution_count": 23,
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"metadata": {},
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"output_type": "execute_result"
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}

‎usage-object-detection.ipynb‎

Lines changed: 103 additions & 21 deletions
Original file line numberDiff line numberDiff line change
@@ -9,7 +9,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"execution_count": 12,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"execution_count": 13,
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"metadata": {},
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"outputs": [],
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"source": [
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"IP_ADDRESS = 'localhost'\n",
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"PORT = '5000'\n",
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"API_KEY = \"Mysecretkey\"\n",
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"TIMEOUT = 10 # Default is 10"
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"TIMEOUT = 20 # Default is 10"
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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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"execution_count": 3,
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"execution_count": 14,
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"metadata": {},
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"source": [
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"cell_type": "code",
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"metadata": {},
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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": 16,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Timeout connecting to Deepstack, current timeout is 10 seconds\n",
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"CPU times: user 3.67 ms, sys: 1.88 ms, total: 5.55 ms\n",
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"Wall time: 10 s\n"
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"CPU times: user 5.14 ms, sys: 3.16 ms, total: 8.3 ms\n",
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"Wall time: 13.6 s\n"
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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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"execution_count": null,
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"execution_count": 17,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[{'confidence': 0.9998661,\n",
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" 'label': 'person',\n",
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" 'y_min': 0,\n",
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" 'x_min': 258,\n",
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" 'y_max': 676,\n",
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" 'x_max': 485},\n",
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" {'confidence': 0.9996547,\n",
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" 'label': 'person',\n",
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" 'y_min': 0,\n",
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" 'x_min': 405,\n",
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" 'y_max': 652,\n",
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" 'x_max': 639},\n",
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" {'confidence': 0.99745613,\n",
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" 'label': 'dog',\n",
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" 'y_min': 311,\n",
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" 'x_min': 624,\n",
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" 'y_max': 591,\n",
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" 'x_max': 825}]"
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]
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},
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"execution_count": 17,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"dsobject.predictions"
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]
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},
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{
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"cell_type": "code",
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"3"
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]
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},
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"execution_count": 18,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"len(dsobject.predictions)"
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]
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},
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"cell_type": "code",
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"execution_count": 19,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"['dog', 'person']"
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]
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},
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"execution_count": 19,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"ds.get_objects(dsobject.predictions)"
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]
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},
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"cell_type": "code",
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"execution_count": 20,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'dog': 1, 'person': 2}"
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]
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},
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"execution_count": 20,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"summary = ds.get_objects_summary(dsobject.predictions)\n",
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"summary"
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},
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"cell_type": "code",
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"execution_count": 21,
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"metadata": {},
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"outputs": [],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[0.9998661, 0.9996547]"
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]
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},
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"execution_count": 21,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"person_confidences = ds.get_object_confidences(dsobject.predictions, 'person')\n",
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"person_confidences"
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},
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"cell_type": "code",
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"execution_count": 22,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"1"
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]
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},
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"execution_count": 22,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"CONFIDENCE_THRESHOLD = 0.9997\n",
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"len(ds.get_confidences_above_threshold(person_confidences, CONFIDENCE_THRESHOLD))"

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