Skip to content

Instantly share code, notes, and snippets.

@jtiscione
Created February 24, 2020 18:58
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save jtiscione/bb5aca1395833203844eb55a4a7dc5ed to your computer and use it in GitHub Desktop.
Save jtiscione/bb5aca1395833203844eb55a4a7dc5ed to your computer and use it in GitHub Desktop.
Testing detectnet in Jupyter
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"jetson.inference.__init__.py\n",
"jetson.utils.__init__.py\n"
]
}
],
"source": [
"import jetson.inference\n",
"import jetson.utils\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline\n",
"\n",
"camera = jetson.utils.gstCamera(1280, 720)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"def showArray(original):\n",
" dup = np.array(original);\n",
" for i in range(3):\n",
" min = dup[:,:,i].min()\n",
" max = dup[:,:,i].max()\n",
" dup[:,:,i] = (dup[:,:,i] - min) / (max - min)\n",
" plt.imshow(dup)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"def showArrays(arrays):\n",
" fig = plt.figure()\n",
" for i in range(len(arrays)):\n",
" dup = np.array(arrays[i])\n",
" \n",
" for j in range(3):\n",
" min = dup[:,:,j].min()\n",
" max = dup[:,:,j].max()\n",
" dup[:,:,j] = (dup[:,:,j] - min) / (max - min)\n",
" fig.add_subplot(1, len(arrays), i + 1)\n",
" plt.imshow(dup)\n",
" plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"img, width, height = camera.CaptureRGBA(zeroCopy=1)\n",
"# jetson.utils.saveImageRGBA('/home/jetson/img.png', img, width, height)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f9dec7240>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"npArray = jetson.utils.cudaToNumpy(img, width, height, 4)\n",
"showArray(npArray)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3\n"
]
}
],
"source": [
"net = jetson.inference.detectNet('coco-dog', threshold=0.5)\n",
"detections = net.Detect(img, width, height, 'none')\n",
"print(len(detections))"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<detectNet.Detection object>\n",
" -- ClassID: 0\n",
" -- Confidence: 0.650689\n",
" -- Left: 761.688\n",
" -- Top: -30.375\n",
" -- Right: 1009.12\n",
" -- Bottom: 204.891\n",
" -- Width: 247.438\n",
" -- Height: 235.266\n",
" -- Area: 58213.5\n",
" -- Center: (885.406, 87.2578)\n",
"<detectNet.Detection object>\n",
" -- ClassID: 0\n",
" -- Confidence: 0.882428\n",
" -- Left: 358.562\n",
" -- Top: -11.3203\n",
" -- Right: 561.375\n",
" -- Bottom: 243.422\n",
" -- Width: 202.812\n",
" -- Height: 254.742\n",
" -- Area: 51664.9\n",
" -- Center: (459.969, 116.051)\n",
"<detectNet.Detection object>\n",
" -- ClassID: 0\n",
" -- Confidence: 0.526221\n",
" -- Left: -59.8125\n",
" -- Top: 22.2188\n",
" -- Right: 163.375\n",
" -- Bottom: 273.516\n",
" -- Width: 223.188\n",
" -- Height: 251.297\n",
" -- Area: 56086.3\n",
" -- Center: (51.7812, 147.867)\n"
]
}
],
"source": [
"for detection in detections:\n",
" print(detection)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"top 0, bottom 204, left 761, right 1009\n",
"top 0, bottom 243, left 358, right 561\n",
"top 22, bottom 273, left 0, right 163\n"
]
}
],
"source": [
"clips = []\n",
"for detection in detections:\n",
" left = max(0, int(detection.Left))\n",
" right = min(width, int(detection.Right))\n",
" top = max(0, int(detection.Top))\n",
" bottom = min(height, int(detection.Bottom))\n",
" print('top {}, bottom {}, left {}, right {}'.format(top, bottom, left, right))\n",
" clip = npArray[top:bottom, left:right, :]\n",
" clips.append(clip) "
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x7f5c3502e8>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"showArrays(clips)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.9"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment