diff --git a/notebooks/contributions/Sentinel-2_based_object_detection.ipynb b/notebooks/contributions/Sentinel-2_based_object_detection.ipynb
index 8ece8372..2a21a6d8 100644
--- a/notebooks/contributions/Sentinel-2_based_object_detection.ipynb
+++ b/notebooks/contributions/Sentinel-2_based_object_detection.ipynb
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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "34ba952f",
"metadata": {
- "execution": {
- "iopub.execute_input": "2022-05-11T10:23:31.664663Z",
- "iopub.status.busy": "2022-05-11T10:23:31.664405Z",
- "iopub.status.idle": "2022-05-11T10:23:31.672029Z",
- "shell.execute_reply": "2022-05-11T10:23:31.670915Z"
- },
"papermill": {
- "duration": 0.03495,
- "end_time": "2022-05-11T10:23:31.674310",
+ "duration": 0.024767,
+ "end_time": "2022-05-16T21:58:42.494221",
"exception": false,
- "start_time": "2022-05-11T10:23:31.639360",
+ "start_time": "2022-05-16T21:58:42.469454",
"status": "completed"
},
"tags": []
},
- "outputs": [
- {
- "data": {
- "text/html": [
- "
"
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 8,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
"source": [
- "# import image module\n",
- "from IPython.display import Image\n",
- " \n",
- "# get the image\n",
- "Image(url=\"images/Ghent_cloud_detection.jpg\", width=600, height=600)"
+ "\n"
]
},
{
- "cell_type": "code",
- "execution_count": 9,
- "id": "bac9bb7e",
+ "attachments": {
+ "Suez_cloud_detection.jpg": {
+ "image/jpeg": 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"
+ }
+ },
+ "cell_type": "markdown",
+ "id": "d6b8921c",
"metadata": {
- "execution": {
- "iopub.execute_input": "2022-05-11T10:23:31.728706Z",
- "iopub.status.busy": "2022-05-11T10:23:31.728424Z",
- "iopub.status.idle": "2022-05-11T10:23:31.736878Z",
- "shell.execute_reply": "2022-05-11T10:23:31.735006Z"
- },
"papermill": {
- "duration": 0.041315,
- "end_time": "2022-05-11T10:23:31.739595",
+ "duration": 0.024733,
+ "end_time": "2022-05-16T21:58:42.545286",
"exception": false,
- "start_time": "2022-05-11T10:23:31.698280",
+ "start_time": "2022-05-16T21:58:42.520553",
"status": "completed"
},
"tags": []
},
- "outputs": [
- {
- "data": {
- "text/html": [
- "
"
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 9,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
"source": [
- "# get the image\n",
- "Image(url=\"images/Suez_cloud_detection.jpg\", width=600, height=600)"
+ ""
]
},
{
"cell_type": "markdown",
- "id": "c8155272",
+ "id": "86ea875b",
"metadata": {
"papermill": {
- "duration": 0.030717,
- "end_time": "2022-05-11T10:23:31.803704",
+ "duration": 0.025978,
+ "end_time": "2022-05-16T21:58:42.596648",
"exception": false,
- "start_time": "2022-05-11T10:23:31.772987",
+ "start_time": "2022-05-16T21:58:42.570670",
"status": "completed"
},
"tags": []
@@ -711,107 +672,55 @@
]
},
{
- "cell_type": "code",
- "execution_count": 10,
- "id": "a51e0e00",
+ "attachments": {
+ "Ghent.jpg": {
+ "image/jpeg": 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UEE6yY3BwME/Q8kVYs7lpdzn726vmz4A+LG0vxBLpE822zvUyiHvMPugfXJr6SttsIAz8zdq9CMoyjd7mDunboTTX6ZIPPeue1G8a+mCDpmrWoZhd17n+VZ6t8zMOAB1q4xS1MJS6F3wpa/8AE41CQciGwmcD1IHSug8Lyi20vxBLGrxLDYr5ZyQu8yLn6nBNYvhfWJNCvnuhAlwJImhaOQZBDcGu7vNV0zVfCYsINPltG+3i8kkaQFWby9mFXHAxXepQ5U5Sta58ziKWJlXlThScozdP3rqyUXd3Td3207nkXxUD/wDCqddQggq0bZ9etfI9fXP7Rtw+k/Di6jtm/d3E0SvkdsnivkavDq25tD7KN7ahRRRWJQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB7T+yrcOvjy4twV8uaDDK2ecZIr7Z0TT/O0rUISvlq1u38GBmvkj9gn7Jd/tEaNpl3GZFvo5Y1XHcRs38hX6qfEPwVo/hD4a3ssFh5tw8bDzMjcPfNYVJ8uh3YenzLmPz/sPEU3hmaYOhQ5OM/WrkXxTvFYFBu5+761j/E6887Wre1Vk8uNeSvXqetY1qUW6tvK52uD0ruWGo1GpTWrOGeInRbhGKsvI958O+K7W78LX8t1J5d5JKPLt2+6BgDJNeyaZqnw8+G3wxttU1PxTCkdzcRRXFxP0jlkzhSB/CCDzXjPhG2iufCWrW8ltb78iXz2jJkxgcA54rwn9oLQr7V/hzfPp1tcXSQXULSR26M/HzfMQOw9aPZqLbTtYtVdFdXufZt1BoXiLR7XW9KvLbVtOvmK209jID5uCQcDqOQe3asHxB4BvdN3tAdx5wjdRX5beCfH3iD4c65Fq3h/Up9Mv4uA8TEZGehHpX0p4F/4KFeLY9Rt4PG1la67pZ3ebPDGY7oMcbW3kkEL6Y5rNyUtGiotdWfQMelX9vdlJMqTx16V5V+1FrQ8J/DeaJp1F5qLiCJC5VmX+PGOuAea67Q/2jvBfjy6JstVSyuMbil8fK74ABbGT7V82/tgeNJdc8cWejrMz2mmw5CkdJG+8fxwK6JVVFcsErehh78tZSPAqKKK5CgooooAKKKKAJrO7lsLuG5hYpLEwdWBwQRX1b4V8ZxeJ9Lsru2YtuUK6t95GHUH/PevkyvTfgn4nSx1Z9KuZAsVzzDu4Ak+v0Fb0Wubll1Ildao+ir5TcWvnqNzKMMBWFFdF19BW9a3CWO3c+Q3VTXP675djfP5ZxE43KK6b62ZlKOnMi/Y3nmTxRhcjcBj1r234V+F7XxLDIL2IspOQAcYPSvnvRb7beLIOWU7gPpXs3gLx9ceGn09LeFnWbLPJj5ASSME1MtNi6Vt2ecft6WFp4K0jw/o9jFlNQd5ZHdjlPL24A+u4/lXxhX1F+3d42XxJ4u0KwkIN5ZW7PKU+7h8Yx/3ya+Xa45O7ubNWYUUUVIgooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD2H9kXX5fDP7Q3g+/hba6XLJk+jIyn9Ca/ZT40eItNh+HnzXsJeQbQm4EnI6V+D3hW8n0/wASaZPbStBMtxHtdDgjLAV9l+EfEl/qHiU2t7eTTxsWXEjkgc1Loe0XN2OiliPZ+53MX4oaD/YuviSORnS6HmDPbk1k6PcxWbB5DkjmtD4ia0bzWXtnXH2U7Vb1Fcc0zHivUpxcqaR5laUfayfQ9w8K+KI9W0u9H21rW42hUiUcPyOterfDnUNB8P2Jsb65hlluV3vkZU5/hNfMXg9nEmEOGY+tenx6hDpOmmWc5kPSpUYRTTZftZNpxRrfGH4L+AvGl1AW0m3tpeWEtiPJ4IPOFxnnmvm3xN+x9qMLF/D2rR38QHK3Q8tyfQYzX0XovjK28VXQjmHlFRtUqDiu50rw9uztk3BuhzWfsnJ+9oaOcejuz8z/ABP4F1/wVdxwaxpdxYSuC0fmL94A43A+max7u8uL6Yy3U0lxMerzMWY/ia/VO60Kw8lra+giuYZBtdJFBDD0ry/4l/steAfF9kbq2t5NC1DY4ieyIWNmI4MikHIB9MVzT5Iy5YyuVHnerjofntRXuPir9kvxTocc0unXNvrMMfeP92Txk8E14xqGlXukzCG+s57KUjcI7iJo2I9cEdKgoq0UUUAFFFFABU1ldvY3kNxH9+Jw4/A5qGigD6f8O+Ko/E+jWt+MhnXDAdA4+8Pzq74gVri1iulz8o2sK8l+C/icWt1JpczAqf3kSt3PcfU17fFt1RmgSNtsi46dDXfCV0pGEo3TiYPhdPtGqCPqGQivVbO/1X+zZ9PtLdXsUYOxVBleOuetcB4PjfS9aurR4v8ASegLDpivQNIvZNIt7xGi3yXCbA+cbec06nkFHSOp8pftBXjXnj0u7b2FtGpJOfWvM67L4vRtH481FWOTu/xrja4Zbs2WwUUUVIwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCzptwbPUrWcLvMUqPtPfBBxX2B8P7dta1SPUCUg+UTtHu6Z5wPWvjiNtkit6EGvqTwHq0N1Dpcyu0cbRxqfwArpo7SRnLdM1/iRoU1vrMl0i74HGWkHQH0rj0jzgd69r8U6b9o0PU4t24oisMn6GvH7dFjTc3WuqhO8Fc5cRDlqNG94ZxZyBmPLdK3NQvG1aZIEb5Rx1ri471vM+U8Vt6LdBZw2cmlK6lzlR1jyXPSfCejRWG0kjPWuyk8QS6dZs9u+GA4rzjTtaK3gRmwCOa2dQ1+2htQu4Ek4x3rCVfml+8N40nGK5NTpNL+IBuJP+Jnb7+wkBI/Sr2oa0l826OcBB/DniuBub2GS1VkODWM+qXEjLEm5QzckVfLCrrSiNVZx0qOz/rY9Ot7gKrhnBDdPSvAf2trexvvC9pdNEr39tNtScfe2sQCpPcfyr1q4k22tsoyxxzzivIP2nIYovAcJQfM065/MVlOOmrNebQ+U6KKK5hBRRRQAUUUUAWtJ1F9J1K2vIxueBw4BOM4r73+Esmm674Y0vWbW33y3Sbg0gyQQSCCPqK/P6vsT4A+LX8P+BtACOs0UiMjRk5CNvY/hT1lFxRUJKMrs2PiRC+jeKrfVYo/LLt+8UcDit+S5g1LTEu4CCjDJx2qH4pyPf6TLPNDGJMlhs6AVxPgTVpobLUoXy9ukDS7fcDpXVFXpp9jKT5ajXRny/4/uWuvGmsyM5f/AEqQAn0DHFYFXdc1BdW1i9vEjMSTytIEJztBOcVSrle5YUUUUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACvob4d3Ecnh3TnicOFUAlfUYyK+ea9w+ErL/wiNsMgsJZMjPI5rqw/xWMamyZ9Ia4s0kL+WhlE1tnKgY6V4dM5V2UnocV6v4n+1XHgmxuLFppJ/L+ZYQWOMkHgV5FJuViDkHPOetbYde6Z4qS57X1sPSQ7uOtb9ja3VmschhbDcg4pngvSI9TvnkmlEaQjdyPvH0rvNOWGS+jhvC4t+f8AU4U57cntWk5bpCp0pWU3s9ji7jUpbe5LNlSKadWe6k3M2QOQK9A8WeFLPS2tzLLHNHMu8MoOQP61zt94Mt5IoZLByNwy5kGMD1waxjyytI3nGUVypkGk3j3jje2EXrzXQWci3V1FHGMgNziuZvvDmsaNZrKbWQ2r8i4VTtIzjrUmi6wbJu+/3qpRlHZGMZQra3vb8LHp11ZrNbKVbG0Y4rxT9paTd4DiUHO2dc/mK9J0zxGs2nzl2yd2OK8y/aAia8+He6Jd3lzK7nPQZFYSm5Rs+h0xjyo+XaKKK5hhRRRQAUUUUAFfTHwEt4rrwII2AD/aDj64r5nr7N/Yq8E2nj7wnqqG7McthJu8sKfvYGPw5pqSjqyoxc3yo1vFpuRos9tMdoSEMO+ePWua0eS28O+DdQ1SfcyfZ3aQKMnBBUfqRXeeOtNluL2SxkkKqN0TSKp6jg8VwPxKji0P4V6lZrIGkePZnodu4H+ddCl+7sQ4fvObsfIdFFFcwwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9m+AkNpJputy3cj/ALl4yka9Dw2a8Zr074ISSyahf2wc+S6BmTsSOhrWn8aJlsfdNvrU39m+GhBDa2+lX9oJoo4bdUkUbim1nHLcgnn1r5p8c2q2PjDV4V+6ty5xjGOTXtmgaxbSfC2CPUBdy3Gn7oreS3dVKRYJ2c9skn8a8X8ceJl8Xa0l8lsLVUtorYJ3Oxcbj7nvXtOaqcz5r7afLU+IwWEqYOrCmqPKkppy0s/evF937ujbV7p33I/CupwWVw6TFgHwAR9a938PfCeLxX4L1HxJ/bEdnDYkZidvmkznj9K+crG3NxeQxA7S7gA/jXp0OpXOjolhbSSiZZGWVVJ2vjpxXHUi94vU+wo1E48klojzf4lfHq80D4nX2nNaRXWj2MsSQp91ljCqzDpzk5/OvofxN+1J8Ovjb4D0TSbJNN8K6vJOtrdtLAkMkcMeNjKR13ZOfpXxD8cFu0+Kmvi+ha3uvMTfG6lSP3a44PtiuFBI5HBrh5rWT1SOqUpNSs7OV/kfphb2+savqc9/o8sFxoUapDAsOLi0lAQKxCnjnBzxwa5XU/hvp1xNshtZdJmnO2KSOUzpuPQuTjapPU9q+IfBfxQ8U/D28a68P63dabKyeW3lvkFcg7cHIxkV9CeHf28NTMiv4l8N2WoToxZLu0BSVSPukZOOD7V3/WlUleTsr7PX7uqPjv7LqYOio0Ic0oxspRfLLTZyTbjPzb1Wtk7u28dIuvC+uX2k37xyvGR+9t23Rtx2Peud+Lkccnwz1N1c5UxgA/71R2vxm0PxhPPdNefZrydmlaC4GCuT3boTz2qj8U9XW9+HeorHsdCyfvI2BHXpxWNRqV5Q2PqMOqkKUYVpXklq+76/I+aaKKK4ToCiiigAooooAK9F+E/x+8ZfBWO9TwtewWi3hzN51skuen94cdK86opNX0Y1Jxd0evy/tReMtQvLm51KS2vJZjnKRLFg9z8o5rnvFHxg1LxVpVxZXNuiibAMgck4znHSuBoqrtKwnruFFFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK9V/Zx8m78eNp9y/lRXNu4DDruGMfzryqu4+DGpxaX4/sJJXKGT90hAz8xIwKqO6A+2bf4Z654V09F1IxtY3LZARs9f/rV5P8AFjw7B4Z8TLbWyeXC0KOB9RX1z4ykW48B6VcyAkFB+eK+WvjU0lxqljcO2S0QTaOwAFa0ZuVXU0xFOKou3kefWMwhvIHPG1wf1r2vwvb6brGtrcG9ht2AM3myEFQw5x9a8LPWp7W/mtJA8UrIw9DXoVI8ysmeVSqezd7Hs/jv4O6d8WTc6rqLRTaz/rLu9uD5JmcfIiq/JfCbePavMJv2L7q8guXgvn05oYi8f2lMpcHHAU56e/vXoFjqesah4Q0eKycXazMbi48k7pI3BKAFB8xOMdBjFdn4R+KWp+EGj0pyl9Yxys8tpMvO7uDnkfQ1lWpQpxjCSs7b/wDA/Dc5cLXxmNnVrYblnGMmuTaVk7PXWzerV42eiur3XyD8QP2X/iF8N4YJ9T0b7RbTgGOeyYyoc9s4HNeYX+n3Wl3LW95BJbTr1jlUqw/Cv1W8QeLrf4opY39zDLp0OnjyraMuvlyuedpXr0zz04riPif8OdE8UaSqarBZMJmEkEDxN5hQdH3L2+prz5xdNxUnvqeth60MUqjgmnB8rT72u9U2uq6n5sVdi1q+hsZbNbqT7LKctCWJUn1x619P+Kv2S9PmLJp0t1pt35e5RIm+Hk5BOATjBryDxp+z54o8I3QSOOPVbcqGFxanCkntg85os+hs4tbnmVFT3tjPpt1Jb3MTQTxnDRuMEVBUiCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACt3wLNHb+MtGlldYo0ukZnY4AGeprCqW0/4+ov94fzprcD9LI/iBNqnhfTbKZhJbqgx5aZrxb4rXU1zcRK1syQwsVSY9GzXffC9vtWjLGzbtka7RxxwK5f4xTQx6dDACGl83OAeRzzmqou1ax2Vo/7Nz33R5K3SojTmamda9k+bLWl6pfaLeR3mnXk9heRnKXFu5R1PTII6V1tn8SpS6S6pp8eozf8ALSeN/Jmm9WdwCWY92NcYqjvQ1VzNLl6HPUw1KpUVVq0l9pNqX/gSs/xO/wDFnxBjabTYtCvbia2tYSC9xF5bbmO4rjJyBnGe+M1o+HfjVqMdxCuoYuEVRGGk5AUdFHoK8upKyqRjUeqOjD8+Ghyqblq229W23dt+bbPr7S/i5Yap4X1B2Ki/nAVFToABjA/KuZtrM+IvCs0jQMt1A5ePHYelfOdnq91YrshmZFJ5FeuRalO3hWykguZIrhhk7Tw3rmvPlQVL4ep7MMQ63xdEfO37SVtFD4i0yRYUjnlgcyuq4LkNgZPfFeQV6z+0JJJJqmjmQ7m8mTJP+/Xk1Yz+IQUUUVABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFCkhgRwaKKAP1Q+G/w/sLb9nPSddiX/iavapM8hOSwLY5r5l+K6N/wlEsgyVZFPt0r334Dahc+LP2c9BE00kkkdg0b4OAdrsR0/CvIPH0cseiypIgG7DbiOTj3rowyfO22PFNSppI8qzXpXwl+HcHi43dxeQzSRQr8ioDhj9a81zX0j+zZdRzaG9u0/klJWdumSPSurEzdOm5I4cLTVSqos5zWPgKLr5tPkktHbpHMCR+defeIPhf4h8Pq8kthJPAhKmaEFl4r6zufEn2N23zRqI5cK8i5U57HArcka01KQfa4USFlwxiIx9cGvK+uVadm1dHsfUqNS9nZnwKw2kg8EdRSV9b+JvhHpfiS9l+y6WrW/wB1ZF+V8nuRXF+IP2ZFhhC2V2yXKjDJJ0z6V308ZSno9GedUwNWGsdUfP1vj7RGGGV3jP517ldLbWSbI0Ah2DYAOleT+KPCF94P1FILwKcnKupyDg16eJLe+0+zZJ0nzbKzbP4W54PvW9WzimjPDpxk4s8G/aFsIvsFhdlMTLIY1b/ZOTj9K8Nr339ohmbQbAMc7Z8foa8CrgqfEdQUUUVmAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB98/sa/EjSz8H7mx1G7XTm0+WS1VGfPnApuDY7ctj8K5r4lahI+joyASxuzLvHTb2NZ/7C+iaB4k0PxBZ6nAlzdRT+asbMQQhRQDx71r/Ei2is7HUraMFYYZmVM9AMnArpo250xVf4djyHNey/Ce7ew0sT2+ELbkdh1zXi+a9X+EmoJNYz2W0mVCZAe1dlbWDOLDu1Qo/FDxRq+ieAdWmtdRkR1cOFznB3ivM/B/7VWs6ddxPrkb3+1uJIpNm1f93HNd38Ws33hvWNP+ztHHsyZRjPBBr5NrgndWO5PU+/vhz+194d1vUYlurtdNdUJZ7ttoPOAAT1PTivT9S8ZTapppTTpknurr5PNA5TPU/WvyyrpvDXxL8TeEbhJtK1i4tnQ7ly28A/Rs1yunF62OmNeS0bPrzxt4VvdNuCb7N/bdS7D5h6/rWLpK22m28rW24ox+76VwGj/tiatcaX9h8R6Tb6m2wj7bH8srtnqwztxj0Fb/AII+MXhPUJjby3H2GdpE8oXC/K7FugwOPxrshUbjaRhOMOa8Dn/jxaJdeEY7qRiWSYbAD04PWvnevpz9omCJfB/n28sUkEs+cRuGAPOelfMdZ1NXcnYKKKKzAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA9s/Zt1280W41g2V01rI6KCyHB6ivoy+li1TwyTPH9pnCMztMM7j618ofAtyviS59PJ6fjX1hZpbf8InPdNcbrjZgQ+2K6Yu0UybXbR4FKNszjphj/OvQfg1dGHW7iL+/Ea8/uGD3UrAY+Y/zrvfgzaxy+JDJLGXVV2g5xgnpXdVV4M4aD5aiZ03xE8N3Xi5dVGnwQxYtzuMkgUcDk/pXxA6mN2U9VOK+7PHFpeRtPFbOIzLG69SCxIIAr4b1Oxn03ULm1uozDcQyMkkbdVYHkV5ktkei92VqKKKzEFFFFAFn+0rv7ELP7RJ9lB3CHcdufXFVqKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDtPg/dSW/j7TVVmEchZZEB4YbTwfxr7J0PQUvNH1BSq8Q7lOeRxXw14P1STR/E2n3UShpFlCgN0+bj+tfbXg/VkSCZGl5mhaMAnoa2jfl0Erc2p4ZeR+TdTJ6OR+tdR8M9Sj0/xPbNI21WcVjeKLD+z9ani3h8sTkVnQ+ZH+9TK7T94djXp/EjzFeMrn0X4smF1cQkKoUHjFfDnxKjaPx9r4ZSubyUjIxxuODX2boFnd3fhHTZ2InlIy3PPU18pfHz/ko12NgjYRICB6815ctFbseq9dTzqiiishBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAFnTZfI1K1kI3BJVbHrgivrGxiuVt4buMMFlUSKuc4zzivkm1/4+Yf98fzr6T17xbP4U8KWV7FCtwQsUflu5A5HXit6ezIl0Oo1TSYNZi+dQk2ciTHNLo/gWCaTyWmBVmDEMwFeP33xuvnV2XToY2xxiRuKxLf45a7byh1WMketae1srJk8qbu0fV9on9j2/wBhtpGZehEY6e9fMP7RkcS+NUZItrNCu6QjBf3NY3/C8vGS3BlTVtjZyNsSce3SuX8SeKNS8Xakb/Vbk3NztCbtoXgdOBxWEpXRsZVFFFZiCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD//2Q=="
+ }
+ },
+ "cell_type": "markdown",
+ "id": "a8781da6",
"metadata": {
- "execution": {
- "iopub.execute_input": "2022-05-11T10:23:31.884642Z",
- "iopub.status.busy": "2022-05-11T10:23:31.884380Z",
- "iopub.status.idle": "2022-05-11T10:23:31.896828Z",
- "shell.execute_reply": "2022-05-11T10:23:31.896315Z"
- },
"papermill": {
- "duration": 0.068139,
- "end_time": "2022-05-11T10:23:31.903667",
+ "duration": 0.02458,
+ "end_time": "2022-05-16T21:58:42.649932",
"exception": false,
- "start_time": "2022-05-11T10:23:31.835528",
+ "start_time": "2022-05-16T21:58:42.625352",
"status": "completed"
},
"tags": []
},
- "outputs": [
- {
- "data": {
- "text/html": [
- "
"
- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 10,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
"source": [
- "# get the image\n",
- "Image(url=\"images/Ghent.jpg\", width=600, height=600)"
+ ""
]
},
{
- "cell_type": "code",
- "execution_count": 11,
- "id": "92cc47f8",
+ "attachments": {
+ "Dunkirque_1.jpg": {
+ "image/jpeg": 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+ }
+ },
+ "cell_type": "markdown",
+ "id": "fc068c3b",
"metadata": {
- "execution": {
- "iopub.execute_input": "2022-05-11T10:23:31.959869Z",
- "iopub.status.busy": "2022-05-11T10:23:31.959358Z",
- "iopub.status.idle": "2022-05-11T10:23:31.972501Z",
- "shell.execute_reply": "2022-05-11T10:23:31.970936Z"
- },
"papermill": {
- "duration": 0.046113,
- "end_time": "2022-05-11T10:23:31.975839",
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+ "end_time": "2022-05-16T21:58:42.701105",
"exception": false,
- "start_time": "2022-05-11T10:23:31.929726",
+ "start_time": "2022-05-16T21:58:42.675416",
"status": "completed"
},
"tags": []
},
- "outputs": [
- {
- "data": {
- "text/html": [
- "
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- ],
- "text/plain": [
- ""
- ]
- },
- "execution_count": 11,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
"source": [
- "Image(url=\"images/Dunkirque_1.jpg\", width=600, height=600)"
+ ""
]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "e36b887f",
- "metadata": {
- "papermill": {
- "duration": 0.026736,
- "end_time": "2022-05-11T10:23:32.029604",
- "exception": false,
- "start_time": "2022-05-11T10:23:32.002868",
- "status": "completed"
- },
- "tags": []
- },
- "outputs": [],
- "source": []
}
],
"metadata": {
"kernelspec": {
- "display_name": "EDC 2022.02 (Python3)",
+ "display_name": "EDC-GPU 0.21.3 (Python3)",
"language": "python",
- "name": "edc"
+ "name": "edc-gpu"
},
"language_info": {
"codemirror_mode": {
@@ -827,14 +736,14 @@
},
"papermill": {
"default_parameters": {},
- "duration": 5.10396,
- "end_time": "2022-05-11T10:23:32.385044",
+ "duration": 5.524873,
+ "end_time": "2022-05-16T21:58:42.946140",
"environment_variables": {},
"exception": null,
- "input_path": "/tmp/tmpathb356a",
+ "input_path": "/tmp/tmp8l_09aha",
"output_path": "/tmp/notebook_output.ipynb",
"parameters": {},
- "start_time": "2022-05-11T10:23:27.281084",
+ "start_time": "2022-05-16T21:58:37.421267",
"version": "2.3.4"
},
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