lfw nb

1 files changed, 57 insertions, 98 deletions

diff --git a/megapixels/notebooks/_local_scratch.ipynb b/megapixels/notebooks/_local_scratch.ipynb
index 04653206..167b6ddd 100644
--- a/megapixels/notebooks/_local_scratch.ipynb
+++ b/megapixels/notebooks/_local_scratch.ipynb
@@ -15,7 +15,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -25,12 +25,13 @@
     "from pathlib import Path\n",
     "sys.path.append('/work/megapixels_dev/megapixels')\n",
     "from app.models.bbox import BBox\n",
-    "#from app.utils import im_utils"
+    "#from app.utils import im_utils\n",
+    "import random"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -39,14 +40,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "366192\n"
+      "0\n"
      ]
     }
    ],
@@ -57,16 +58,57 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on function choice in module random:\n",
+      "\n",
+      "choice(self, seq)\n",
+      "    Choose a random element from a non-empty sequence.\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(random.sample)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1, 8, 0, 6, 3] True\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = list(range(0,10))\n",
+    "b = random.sample(a, 5)\n",
+    "print(b, len(set(b))==5)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from random import randint"
+    "from random import randint\n",
+    "imu"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -78,84 +120,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "[[ 7.7000000e+01  1.4900000e+02 -1.1224205e+02]\n",
-      " [ 8.2000000e+01  1.9300000e+02 -1.2135642e+02]\n",
-      " [ 9.8000000e+01  2.3000000e+02 -1.2948232e+02]\n",
-      " [ 1.0400000e+02  2.6300000e+02 -1.3206934e+02]\n",
-      " [ 1.2000000e+02  3.0600000e+02 -1.2124072e+02]\n",
-      " [ 1.4200000e+02  3.4400000e+02 -9.2954704e+01]\n",
-      " [ 1.6300000e+02  3.7100000e+02 -5.4981693e+01]\n",
-      " [ 1.9600000e+02  3.9300000e+02 -1.7925461e+01]\n",
-      " [ 2.4400000e+02  4.0300000e+02  2.7864736e-01]\n",
-      " [ 2.9300000e+02  3.8700000e+02 -1.3769936e+01]\n",
-      " [ 3.2600000e+02  3.6000000e+02 -4.6755795e+01]\n",
-      " [ 3.4700000e+02  3.3300000e+02 -8.0964935e+01]\n",
-      " [ 3.6900000e+02  3.0100000e+02 -1.0593121e+02]\n",
-      " [ 3.7400000e+02  2.5700000e+02 -1.1472308e+02]\n",
-      " [ 3.8000000e+02  2.2000000e+02 -1.1149809e+02]\n",
-      " [ 3.9000000e+02  1.8200000e+02 -1.0361591e+02]\n",
-      " [ 3.9000000e+02  1.3900000e+02 -9.4220436e+01]\n",
-      " [ 1.0400000e+02  1.3300000e+02  4.3474506e+01]\n",
-      " [ 1.2000000e+02  1.2200000e+02  7.1498917e+01]\n",
-      " [ 1.4200000e+02  1.2200000e+02  8.9102051e+01]\n",
-      " [ 1.6300000e+02  1.2800000e+02  9.8589928e+01]\n",
-      " [ 1.8000000e+02  1.3300000e+02  1.0129678e+02]\n",
-      " [ 2.6100000e+02  1.2800000e+02  1.0623423e+02]\n",
-      " [ 2.8200000e+02  1.1700000e+02  1.0553984e+02]\n",
-      " [ 3.0400000e+02  1.1100000e+02  9.8668877e+01]\n",
-      " [ 3.3100000e+02  1.1100000e+02  8.4234200e+01]\n",
-      " [ 3.5300000e+02  1.1700000e+02  5.7826008e+01]\n",
-      " [ 2.2300000e+02  1.7600000e+02  8.9960014e+01]\n",
-      " [ 2.2300000e+02  2.0900000e+02  9.7667168e+01]\n",
-      " [ 2.2300000e+02  2.3600000e+02  1.1006288e+02]\n",
-      " [ 2.2800000e+02  2.5700000e+02  1.0699586e+02]\n",
-      " [ 2.0700000e+02  2.6800000e+02  6.2377831e+01]\n",
-      " [ 2.1700000e+02  2.7400000e+02  6.8581779e+01]\n",
-      " [ 2.3400000e+02  2.7400000e+02  7.1986130e+01]\n",
-      " [ 2.4400000e+02  2.6800000e+02  7.0020035e+01]\n",
-      " [ 2.6100000e+02  2.6300000e+02  6.4959923e+01]\n",
-      " [ 1.3100000e+02  1.6600000e+02  5.2735260e+01]\n",
-      " [ 1.4700000e+02  1.6000000e+02  7.1834030e+01]\n",
-      " [ 1.6300000e+02  1.6000000e+02  7.3827728e+01]\n",
-      " [ 1.8500000e+02  1.7100000e+02  6.5663589e+01]\n",
-      " [ 1.6900000e+02  1.7600000e+02  6.9234627e+01]\n",
-      " [ 1.4700000e+02  1.7600000e+02  6.4162338e+01]\n",
-      " [ 2.6600000e+02  1.6600000e+02  7.1274078e+01]\n",
-      " [ 2.8800000e+02  1.5500000e+02  8.1187317e+01]\n",
-      " [ 3.0400000e+02  1.5500000e+02  8.1272804e+01]\n",
-      " [ 3.2000000e+02  1.5500000e+02  6.3240097e+01]\n",
-      " [ 3.0400000e+02  1.7100000e+02  7.2885315e+01]\n",
-      " [ 2.8200000e+02  1.7100000e+02  7.6228050e+01]\n",
-      " [ 1.8000000e+02  3.1200000e+02  2.4142036e+01]\n",
-      " [ 1.9600000e+02  3.0600000e+02  5.0310665e+01]\n",
-      " [ 2.2300000e+02  3.0100000e+02  6.6943947e+01]\n",
-      " [ 2.3400000e+02  3.0100000e+02  6.8957146e+01]\n",
-      " [ 2.4400000e+02  3.0100000e+02  6.8649460e+01]\n",
-      " [ 2.7700000e+02  3.0100000e+02  5.3547874e+01]\n",
-      " [ 2.9800000e+02  3.0100000e+02  2.7884233e+01]\n",
-      " [ 2.7700000e+02  3.2200000e+02  4.4683220e+01]\n",
-      " [ 2.5500000e+02  3.3900000e+02  5.2615326e+01]\n",
-      " [ 2.3900000e+02  3.4400000e+02  5.3733994e+01]\n",
-      " [ 2.1700000e+02  3.3900000e+02  5.0684834e+01]\n",
-      " [ 2.0100000e+02  3.2800000e+02  4.1441620e+01]\n",
-      " [ 1.8500000e+02  3.1200000e+02  2.4862476e+01]\n",
-      " [ 2.1700000e+02  3.1700000e+02  5.4459751e+01]\n",
-      " [ 2.3400000e+02  3.1200000e+02  5.9157970e+01]\n",
-      " [ 2.5500000e+02  3.1200000e+02  5.6092865e+01]\n",
-      " [ 2.9300000e+02  3.0100000e+02  2.7973539e+01]\n",
-      " [ 2.5500000e+02  3.1700000e+02  5.4150818e+01]\n",
-      " [ 2.3400000e+02  3.2200000e+02  5.5666077e+01]\n",
-      " [ 2.1700000e+02  3.2200000e+02  5.2463966e+01]]\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "fp_im = np.random.choice(fp_ims)\n",
     "im = io.imread(fp_im)\n",
@@ -165,7 +132,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -174,24 +141,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "68\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "print(len(preds[0]))\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -223,7 +182,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.7"
+   "version": "3.6.5"
   }
  },
  "nbformat": 4,