Boilerplate for Trainer and Model classes

README.md

@@ -13,3 +13,8 @@ Create and deploy to production a simple neural network for Computer Vision
 * [LabelMe 12 50k](https://www.kaggle.com/datasets/dschettler8845/labelme-12-50k)
 * [City-Scapes](https://www.cityscapes-dataset.com/dataset-overview/)
 * [CamVid](http://mi.eng.cam.ac.uk/research/projects/VideoRec/CamVid/)
+
+
+# References
+* [DSNet-Fast](https://www.researchgate.net/figure/The-architecture-of-fast-dense-segmentation-network-DSNet-fast-The-encoder-is_fig1_347180093)
+* [DSNet](https://www.researchgate.net/figure/The-architecture-of-dense-segmentation-network-DSNet-The-encoder-is-a-fully-convolutional_fig1_347180092)

notebooks/model.ipynb

@@ -0,0 +1,56 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "collapsed": true,
+    "pycharm": {
+     "name": "#%%\n"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import random\n",
+    "\n",
+    "import numpy as np\n",
+    "from jax import numpy as jnp"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "outputs": [],
+   "source": [
+    "class"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "pycharm": {
+     "name": "#%%\n"
+    }
+   }
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}