{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "![](img/572_banner.png)\n", "%%HTML\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Appendix G: Creating a CNN to Predict Bitmojis" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import torch\n", "from PIL import Image\n", "from torch import nn, optim\n", "from torchvision import datasets, transforms, utils\n", "from torchsummary import summary\n", "import matplotlib.pyplot as plt\n", "plt.style.use('ggplot')\n", "plt.rcParams.update({'font.size': 16, 'axes.labelweight': 'bold', 'axes.grid': False})\n", "import plotly.io as pio\n", "pio.renderers.default = 'notebook'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Introduction\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This code-based appendix contains the code needed to develop and save the Bitmoji CNN's I use in [Advanced CNNs Lecture](lecture7_cnns-pt2.ipynb)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. CNN from Scratch\n", "
" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "TRAIN_DIR = \"data/bitmoji_rgb/train/\"\n", "VALID_DIR = \"data/bitmoji_rgb/valid/\"\n", "IMAGE_SIZE = 64\n", "BATCH_SIZE = 64\n", "\n", "# Transforms\n", "data_transforms = transforms.Compose([transforms.Resize(IMAGE_SIZE), transforms.ToTensor()])\n", "# Load data and create dataloaders\n", "train_dataset = datasets.ImageFolder(root=TRAIN_DIR, transform=data_transforms)\n", "trainloader = torch.utils.data.DataLoader(train_dataset, batch_size=BATCH_SIZE, shuffle=True)\n", "valid_dataset = datasets.ImageFolder(root=VALID_DIR, transform=data_transforms)\n", "validloader = torch.utils.data.DataLoader(valid_dataset, batch_size=BATCH_SIZE, shuffle=True)\n", "\n", "# Plot samples\n", "sample_batch = next(iter(trainloader))\n", "plt.figure(figsize=(10, 8)); plt.axis(\"off\"); plt.title(\"Sample Training Images\")\n", "plt.imshow(np.transpose(utils.make_grid(sample_batch[0], padding=1, normalize=True),(1,2,0)));" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "class bitmoji_CNN(nn.Module):\n", " def __init__(self):\n", " super().__init__()\n", " self.main = nn.Sequential(\n", " nn.Conv2d(3, 8, (5, 5)),\n", " nn.ReLU(),\n", " nn.MaxPool2d((2, 2)),\n", " nn.Conv2d(8, 4, (3, 3)),\n", " nn.ReLU(),\n", " nn.MaxPool2d((3, 3)),\n", " nn.Flatten(),\n", " nn.Linear(324, 128),\n", " nn.ReLU(),\n", " nn.Linear(128, 1)\n", " )\n", " \n", " def forward(self, x):\n", " out = self.main(x)\n", " return out" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def trainer(model, criterion, optimizer, trainloader, validloader, epochs=5, verbose=True):\n", " \"\"\"Training wrapper for PyTorch network.\"\"\"\n", " \n", " train_loss, valid_loss, valid_accuracy = [], [], []\n", " for epoch in range(epochs): # for each epoch\n", " train_batch_loss = 0\n", " valid_batch_loss = 0\n", " valid_batch_acc = 0\n", " \n", " # Training\n", " for X, y in trainloader:\n", " optimizer.zero_grad()\n", " y_hat = model(X).flatten()\n", " loss = criterion(y_hat, y.type(torch.float32))\n", " loss.backward()\n", " optimizer.step()\n", " train_batch_loss += loss.item()\n", " train_loss.append(train_batch_loss / len(trainloader))\n", " \n", " # Validation\n", " with torch.no_grad(): # this stops pytorch doing computational graph stuff under-the-hood and saves memory and time\n", " for X, y in validloader:\n", " y_hat = model(X).flatten()\n", " y_hat_labels = torch.sigmoid(y_hat) > 0.5\n", " loss = criterion(y_hat, y.type(torch.float32))\n", " valid_batch_loss += loss.item()\n", " valid_batch_acc += (y_hat_labels == y).type(torch.float32).mean().item()\n", " valid_loss.append(valid_batch_loss / len(validloader))\n", " valid_accuracy.append(valid_batch_acc / len(validloader)) # accuracy\n", " \n", " # Print progress\n", " if verbose:\n", " print(f\"Epoch {epoch + 1}:\",\n", " f\"Train Loss: {train_loss[-1]:.3f}.\",\n", " f\"Valid Loss: {valid_loss[-1]:.3f}.\",\n", " f\"Valid Accuracy: {valid_accuracy[-1]:.2f}.\")\n", " \n", " results = {\"train_loss\": train_loss,\n", " \"valid_loss\": valid_loss,\n", " \"valid_accuracy\": valid_accuracy}\n", " return results " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1: Train Loss: 0.692. Valid Loss: 0.685. Valid Accuracy: 0.64.\n", "Epoch 2: Train Loss: 0.670. Valid Loss: 0.666. Valid Accuracy: 0.56.\n", "Epoch 3: Train Loss: 0.646. Valid Loss: 0.639. Valid Accuracy: 0.63.\n", "Epoch 4: Train Loss: 0.623. Valid Loss: 0.620. Valid Accuracy: 0.67.\n", "Epoch 5: Train Loss: 0.614. Valid Loss: 0.612. Valid Accuracy: 0.63.\n", "Epoch 6: Train Loss: 0.589. Valid Loss: 0.550. Valid Accuracy: 0.75.\n", "Epoch 7: Train Loss: 0.570. Valid Loss: 0.520. Valid Accuracy: 0.77.\n", "Epoch 8: Train Loss: 0.555. Valid Loss: 0.510. Valid Accuracy: 0.76.\n", "Epoch 9: Train Loss: 0.537. Valid Loss: 0.545. Valid Accuracy: 0.72.\n", "Epoch 10: Train Loss: 0.527. Valid Loss: 0.530. Valid Accuracy: 0.74.\n", "Epoch 11: Train Loss: 0.503. Valid Loss: 0.483. Valid Accuracy: 0.78.\n", "Epoch 12: Train Loss: 0.479. Valid Loss: 0.434. Valid Accuracy: 0.81.\n", "Epoch 13: Train Loss: 0.458. Valid Loss: 0.447. Valid Accuracy: 0.80.\n", "Epoch 14: Train Loss: 0.438. Valid Loss: 0.435. Valid Accuracy: 0.80.\n", "Epoch 15: Train Loss: 0.421. Valid Loss: 0.385. Valid Accuracy: 0.84.\n", "Epoch 16: Train Loss: 0.408. Valid Loss: 0.389. Valid Accuracy: 0.83.\n", "Epoch 17: Train Loss: 0.391. Valid Loss: 0.381. Valid Accuracy: 0.83.\n", "Epoch 18: Train Loss: 0.368. Valid Loss: 0.346. Valid Accuracy: 0.87.\n", "Epoch 19: Train Loss: 0.377. Valid Loss: 0.385. Valid Accuracy: 0.84.\n", "Epoch 20: Train Loss: 0.350. Valid Loss: 0.315. Valid Accuracy: 0.88.\n" ] } ], "source": [ "# Define and train model\n", "model = bitmoji_CNN()\n", "criterion = nn.BCEWithLogitsLoss()\n", "optimizer = optim.Adam(model.parameters())\n", "results = trainer(model, criterion, optimizer, trainloader, validloader, epochs=20)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Save model\n", "PATH = \"models/bitmoji_cnn.pt\"\n", "torch.save(model, PATH)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. CNN from Scratch with Data Augmentation\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Consider the \"Tom\" Bitmoji below:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAIAAAACACAIAAABMXPacAAAvtUlEQVR4nO19eXxcV33v73fO3WbftFqWLHmP48Sx4yTOjhMSAoQkFBK2Aq8NIQ1Ly/JS2n4Kr6XwaHmF108ppTQQoGVpkxKWFEjTBMhKFifO6ni3LGuXZjT73c45v/fHnRmNZUmWnAS1D/08lmbuvXPvub/v7/z2c4VEBMu0dMSWegC/6bQMwBLTMgBLTMsALDEtA7DEtAzAEtMyAEtMywAsMS0DsMS0DMAS0zIAS0zLACwxLQOwxLQMwBLTMgBLTMsALDEtA7DEtAzAEtMyAEtMywAsMS0DsMS0DMAS0zIAS0zLACwxLQOwxLQMwBLTMgBLTNpSD2BpaGBg4Bu3f/3o0aPr1q1/3VVXbd682TCMJRkJ/gY25+7Zs+c911+7sdUayZV84BO5fLy9+7f/x42bN2/esmVLOp3+dQ7mNwuAYrH41a/+w/e+8Y+9YZEKG6FwWEmhpJSEeVcVHb/o4WlnX/B7H/zQueee++sZ0m8QAENDQ2//rWvsoy8ko2HU9dUdaQBQSjHONU0HAN00dcN6oX/k+YHsTR/6yB/90R+Zpvlqj+o3BYAjR478wQdvyb/wgMFg0qGz1630PE+R4owzxjlnmqZxTeecI2OeUM8P5ddtv+Sr/3jbq43BbwQAQ0ND1151mT41cN45Z65d3f1P37+vJ65HozHTnDa8XNNSbZ2GGRLC9x3bsSsvDeUuuu49n/zU/3pVx/aKeUFEhIiv1NleWfrcZz9rj/a//e2v/+i7r+KcdbWnv/zV7xEw26kyZIwxwzAMgMnhY8iYFYlpmo6I69piP/3e1157xZXnn3/+qze2V2wGSCmlEIxzzvncSBDArxukfD6/Y8umd1y++ZO3vIUxDAZxz8PP/cnnbmsLcQCu60YqFQ+Ha6oGEYPxK6VIMyZDPXf+4Eec81dpeK9YIMYYA4ByuVytVpSScxy1BFNkcHCwNWndeuM1AfeDQbzugjN6entCITMc1tvbU0qpQBAZ54lMW1v36li61TAtr1od3ff0rl27Xr3hvWIAIKJuGOFw2HWcqVzOcez/CtaFiL7z7W/9za3vDFvHxVmM4ac+dL1gRiqV8jzPNLWa1EuZnxzLjQ4CETLueX55qnDnHXe8eiN8JVMRiGgYRiKZ0jUtOzmZz09JOddU+DXR/v37S/1PgSg+s2ePL0Tzrm0bey+/bEcuXwyFQrquIyKr6xkhfAJKtrYnEtG+rvTP77/P87xXaYSvfC6Icx5LJJPJRKVUGh0d8Vz3Fb/EAomI/u5v/+aj77h8/eq+3FT+9n+9c3xysrEXET70rqvO2HbG2ESWiLimx5IZZAwADDPEGMuNDoVjyb6VndXscD6ff5UG+aok4xAxEo23tXcg0PDQYKVSXhJ1tGvXrqkjz3zrvr2/eHZwx7azLzzzrH+66we5JlbqGv/kB6/vW7+mXKkI3/Ncm3MNAJxqmRRJISqFnBR+d2vy6NGjr9IgX904wPO8XHaiUq60tXdEY7Em7+jlukNSymKxGFxCCCGlVEoFuzjnmqaFQqH3vfdd/+d9Fx7hG/dMGT+97dNf+PCb4haFQ6FUIgEADz3xZDafP3PjRlfwW//879uScdMylVJKKYZohiKuXQEAROzP+x/7y7+/8sorX86A56JXNxtqGEampY2z7PjEOGMsHIkEGBABACHCqcFwxx13/N8vfdWVmm6GCBgAEkBDkhgiAJVzx26+YnXfipZj+w5csO16532f+eXYgcvasyva48FhZ52+6fDRgfsffiQSjYaj0YlsyWdlT1JHKhqzdKda9n1hGDoB2J6/YsWKV4YjJ9AiAPB9X/i+bhjzevozSdf1dEsrII5PjHewjlA4DACISEREcAqh2+OPP/6pz3153baruKbPc9iBh79181suAYDz18Qff/Jb28zWEo4XhgvQ0x6AHg2Fz9iw4YyNG+76z4f6B7OpttZ0Jp4fGY5ZupTScVzPk4ahA5FDWnd396IHujBaBACMMSIqlUqcMdM0DdNcIAyc83QmQ0ST2ckOvVPXdQBABKKa2C4qhL733nu71p07P/cLk0NvvbDPMnQA0DV+0eldAHD0AIajncjw50/u65+0rzl/XUxnmq67yrr+uos++p43CSGvu/mzAFCt2p4nPE8CQMH2zt15VSKRWPgIF0WLMMKc81A4HI/HGGelUrGQnxLCX/B3tXSmBREnJybqYVoT0xdjhyzL8tzq/MeMHn3+Ha/b3vhoV5wXntynlGrtTAOArfRrP/iX13z+odvveVIxfOfrz/vIb79B48wydd2yXNebnJgqFivhsE4Eh6fkRz768YUPb7G0OBuAiJxr0WjMMMx8fio7OZlKpQzTWtCVNC2TyQwPjxTyhWQqFUT8wQwgAKinkkgppZQUvpQiNz5SnpooF/OuXVa+C35Z+XY3Dowe+FW6vdcu53UzFETgREBKSulL4Uvhdxj5NStbfSE5Y+OD44NHRrddfEZwJADs2Ni++5F7r7z+xueHj/3tz/a/56Ku1lQMAMZzpdxklnRFIC1Ti8WiB8ZLv/uRP12zZs2iuLQoOkUjbBhGS0tLPp8vFQuJJNP0BdXzLCuUSiZy2clQKGSFQgBARJ5jVyulyaHDueFDbu6oVx5XdkHZWZIiHrMiIT0ashIMAUHTNEDo6YZL16iD2SHDDA/se9K1SwBYLeV6QhNXnNunWTAxVQlvaKvY7lSxGo9a5bJtabxZx2USkdXl/TzZQl0dB/eMjmWLrakYEX3hmz+JoC8laBozTeNYrnL2VW+76f3vPzUWLZBelhuqlCqXSkqKeDLVkK/5SQhx5OD+Un7SL4wWRg96UwMWVtOZVLq1LcwqXFQ0Tdd0jTGuaXPmv44MT1376Sc27Hhrw4grKY48/t27P3N5V2vs4WcH9g74N1yx/W++d/+FW9ZtP6374BMvxThP9HWkWpORWLhxnmZf+N5HX/jL/3u7FNLgqDFwSMtsec13/uXOV7se8LLcUMZYNBYrl4rlUiEaS8yDQakwNTpw6Niex8sjL+lMuJXc+q7w2taYtSphGK2gRaWRqFYs7rGwOT+QBAB9K5KXrqP9U6PxdGdtJFzLrLvs07c//JVbX4dAUikias8kB1nf1K69l529gSNMjeTMst0MQPO0+NFPfsE537hly5qu1kef2euWiu+8fNOLj/5sxZozM50r9YVN8VOgVyAQU0oW83lN1yPR5lALlJIjRw8fefHx7JHduj3YEsWVK9KRaFi3olOOjn6xJW7WDkdGZqrssamxgY6kbmgIoIgUkAIgBEUk64ZaIhAAHB4uXvvZvRsveFuzJ3vg6Xs+/7ZwMmo8+IK88dqLHnl6/3/+8LnX/cHv9+978uxufUNPu8ZZyNRNQ5/hdgkhxyan9r54FAuViKHbLYk9h/e86YK+QqE8kasURDTWtblj/Xk9G7bEkq9wyf5lAdBwIj3Pq5ZL4WjMMAwiGj568NDTDxSO7kobpZ4VyXQypht6EzboQKhcdeK6a3AgEkCKmCaM9MDAsbhWaUksSNxu/fvHnpM7k60rG1ucanFs1ze++YkLvnHvxB//zhuEUJ/45Ne1oeLO979fW9WTG967wqpuWdvZkUlE69l/IvKFVET58fzQMweVVB0rMv8xOLGxh523eRUAKKlczy2XKqNjueGsgOSatg3nn3b2Ja8UEi8LAM/zSCnDMJAxz3ULuYmDzz46+sL9LVZ5bU86mYzP1OMkiQQpnwBLwuRiKqTV06WIYLWOF2R58mhPe+R4qzk7jWSrV37yuc2Xvif4qJSUvrfv6ftOTw5XXfbNP7uRMyyNT337Z0/86t9/lQrHVlxysZnWt/XGLjtnQyYRAQAhlS8kETlle/DpA/GwKTmbClnf+c/7P3vT2YxzRA0ZRzSQaYCaELJSrgyPTBwarmhtW9ad+/r1W85h7GXVal7uDPA9TwgxduzQiw/exYt7T+tNt7clNU1rOkaS9EgFr2l2Sy0uJemqOM1pbtksM3DkYGdai4fni7Ma9Olv7nq4cG7LirVECgik9EePvig8d/jgkz/9/Ls7WxKqXCUhHUPff2R0RWe6uz3FGCKgZehCSQBQBC8cHDp7fXd+bAp0fudDz91535Pf/eSF6bgFGBiJehmHachNxk1khu/7E+PZg4eHc9i9/U239J125inz8OUCsHf3Y8///Dsro6VNa9vCoVAQ337tx08bGrv+NX0685WaI1hjBpgpcHMwfQBTVuuRYxNRXmlPhRaSJSrb/qX/89H2Ta8LR5Oabo4N7uvo2TR26InfeduVj/z7P/3ZTW80dE3jnDFEBARErFUcg49Sqb/+5//42QO7Nqzu7mzLhEz9hiu2//Khx2+8rqdWlsTav+NYhozrEa6FfSFHhkZfODCyaucHzrrkmlPj4Sl6QUQ0eGjvM/d8rS9RvPrcNl8mdI0hApF07MqX/+WpkaI7Oj72B9fPLRrSB2EDakANABSIqhUKe9WyIpp537NR2NJfc5rxeHY4mmiZGDrANX3gpYc//ntvu+GGG3b//Puf+NJdN1138Zru1pChc84QAQGQAJEQcTJf+uzX//21W2Mf/uLV//If+1d3d1156TmFUnmiMClVd+DQISEgIR2XLCFSyi35bolroe6ezkQy/vzj//iiYZ2+41TSpacyA3zPffTHt8dKT21e3xmMzBfS81wOthTO3qP53/7zR2zQVqTgZ5+/QuNzu5VMB6aBsKe3cDPnRd3CWEdKW0h+6J7Hj/3pv9mnnfuGkf4XutZsqUwcvHRb980339zf33/siR9v7Ql//YcP7z06Gg2ZsYgVMg1T1xSpUsUez+UN7t109YYN3QkAfGzP2Ke+fVhEekOxtHTL21sH/+p9ZzXEf56kLSIzzGi5Ih97+tCFN9+Wblt00nTRM8C1q/d9439dsA6jQYaWlO9XPafsC6k4IsAzBya5pmmg9Y+WP//dZ299x5Y5MZA+kIJmAZDC1EDq+kLE4uBQ4VPfG9p00bvHju1r795Yzg196L1XDx47euvv3qT2HMx1Jt/726+/7rXnbViZ0jV+sH/odz/9ravO67zw9I50LNOZ7mYMGUMhCRF+8cx4Yu1rrUgiHEsBwPPP3ClV4OBBbd7g7BOSSDl20TKtVe2hFx784SVv/cBi+bnoitjuX/xwxxqIRiwAICWr5Qm7kpdSMCRSSik6MlJCxpRS4XDk7idLH/u7x/YN5IcmKq4nlaKZLyGO+yilhtI09FmOPP7levKPbnum7+w3C99ljBPJS7d2XXrJRaJQjIxOxg2zNDi28603t57/7ifL3ffvt7/1n3uufMv/uP+5fFvSaklYQpGQyhdKCCWEMjXwPWf4yJ7gHivSrDrTA5OKpFLzDMZzbd1gpbGDi2UmnMIMwOLBeE8oeO/YRd+fWa0Omj90XRdCpFOpp47kL//YPZGQ3hLX0zFjY09iRSa8ekV8TVciGTXaU+EZ4TMnz9QR1EnmwLfv3Z8PbeuOJkeOPN/WvUFM7dt58Y233vDO+NBk2XfP++CNm00zHo8nEgndMA8eTHfmrd3PvjhQCD2+Z/yybSsZUmCZGQIiWTpy3SCiID3BjdhE3lnREkGkQPQZQ4A5B6QUEIAQp9KBsGgAlDMFEAMApZTrVE5k0+bVmX/9+bCHRERHB0ccx04kEohYcCHv0MGxnFKTvu8TKVODVNRIRfUNPfEVLZFrL+zt64yD7yBAvbw4O00WnG/8srj6/K1ARKRKueFtPal/vOWj3YpVldry3re/7wO3fOUrX/mLz3yufyQ/PFllVsoKxbjeF0ke2H1g9OIzVjCGjAFjgECMoWVoumH1nrY9UPaaGckW7I50uO41ASlicxglAvB95fqARvwU2gMXDQCzkgASAITvyNn4dOmWznTs+eGCQMYBwPVcK1TLVyNiUNUJajIAUBZYmqL+bEHK3G3/fvDCzZn3X33atg2tc12dCPb0577wr88le69kTKuWp0LR1OS+h0uVzh6JnpKRKy9atWnjhz/+yYODBSvRhawlO/l0qi08VS6M9r/ge/adD4+0Ja1LzuzszEQYQ4aADCyDS9/Vjdo4NTOSLU5JqRCRISEL/Faa1QwE+tB2hB6PL5aZcAoAkB4DyAOAlGJWOWWMdWRCuZJjk2KASGqGXMyQEUTknHPOwTAeP2A/+LmHz+iN3XT1xtec1TVDmJ4/nP3j219wrL5o+uKOjj5ELGRHNMa3FcttEktt6QeP9qf7809+f1co2hpvb/M9JzfWH0lkDCvCdSPd0ZvIrACA+8dHf3znMcM7vK5FbF2T3rKmJWzqvuc0LqSb4VzRlQoQiRgwBQxBMZxVCfmCHFeWbWF2tSyWmXAqNkCPKjXFGAoxp55+zVmdR4cHSmVP49zz/UqlommaYRgnTVlzzsOR2IEx9eG/29Xb+twt12666txuhrhr38Q/3L3vsN2V7LqkrX2VYYbqJUnyjr6Y9d2DwxPUc1r3a3cSqcLkUH5iUApBQO3dG0wrGjiSsWRbcJVosg3gTCKqeM7dQwP/vPtINTvQ0tfZGIZhhqZKrlSKIRIhMSIEBrNUsInA82XVUcWytzL+awFAj7VJdTRIgJCaHYA3XdD70LOjnR5f2RZ+7dmbNY5P7ZvYtW/yuSN5XzFdN3RdnwcMRAyHI+MV+MTXnv3iHc8l47G8uaFv03s2haJS+kpKrhkAkJ8cyo4c8YQnT9uhmyGl5OjRPZpuJFq60u29AOD7jpJirsI/IupmqK17Q1v3htLUWHbk8DRTjFCh4klJhIQMARgg4WxmWCiyHVmxZbbgnJ6ZU3POQ4sGwIq32Vlfj3KuaXPwH0Km9qWPXNS8ZcemDgBQip4/nH32UPbZQ9lnDk1NlYUkFkyOE3UUEYXD4QIm1m5/Z0ddO3Ou+47DuDY28JJbtTt7z4wm05puMc4RZyKqGyEpvIX0IOmG5TrlxkdNM0pFX0oihhxIgQLG4AQ7TASupyq2Klf9SsXLdKw84cQnp0UD0N61amJ/JR61TDOkCBYbSG9endm8OvOuKwAARnPVIyPFXfsm7vzlEQ+shmUOKKgYR+IZzZiuOXtutX/fU5xD97ptZigG83ZUIKKm19LOSknhOYYVmfVIK5IwQ/EGVMhYsSqkbLo3JFBIeNzNyrr4lyseaVY0Fj+FFRKLBiDV1rmn4K8B4JxboUi1Uj75d+ag9lS4PRXesanjbTvXfuafn3p4z1Q4HJkxFaZGDgwffo6AyvnxUnaonB+Pt3RvOu+NVnhxLgcpObB/V27kUKqtJ9neG0u06laY82nIe9af3ZgonlO1dC4UcQCgQPUo5Kx5JhGR68mKLau2tB0vmu6av1NmLlq8G8oYRLsBfABIJJK2XX35LdCZhPXFD15w9yP9X/i3F30wm6eCZfD+Z+8J/NdQKLJizda1Z102q6CRUkSK8dnvSErhFkau2Wys63IPDD02dtQbLioXQh6LaeF0OJYOR1OGFdHNkO/ZA8/dc+NbepSCoH0PVeCFUvNVhVBVW5Yq0vWU7fqZ3t4TdeBC6FSyoSyxiugAImqaHo8nc9lJmjtKXDi9cceqreta/vK7zzxxoNCYCkHLOwDYjtO6enPf6RfOyv3A2M7F/WJu9NjuH73r/NZ1XR0E0JmOcoacIwGVqp7tlY5NDOVKbnZSjZf8RIh94g0ru1tjUgate4SNpFBdBSkFtiNLFVmxZbnq+UIm2laxedKOc9OpZEOH+w+6T/3tys4kABDR2OiIbZ+kU+qkRASKiAh8oX78aP/f/3gv8ZCmaUEM4Xle+5rz1px5afNXyoUJMxTVjZBSEpHNoX9p6NCzMPzwu3euTkUtRUSEjCFH5JxpHDhDVnsRQ2QMNY6cY4AQ56Rx5Aw1DTlDzpAASJHjqWJZThWF7aqJXKFYqlz/h19Zc/pWPocEzEOnAlpHT98jz46OjBcAABFbWtu4psta0uoUX4pIKZCKEPGaC3q/9vGLN3Twcrnkuq6Uknho9RkXz+AsAOhGSEnB2Oy9qlJ4L/7qR93uE7e8YUM8bApJUpJUSkqliJRSUkFtAJKEAF+QL5TnK99Xnh+8ISlrYyOC4EjHU6WKLJSl46rxbHEiVwHU77/ztuH+Q6fAzEUjNjZ09F//9s86TPvRJw8ISWt627Zt7uno6Dx2bEhKcfLvz01KUaHiHRwqZItO/2gpFTUNnMoXbV3Xk219J2hYREApBSISqRP1byE73P/UD96+o2Vjz2opQUpFjRZIRAmEiCAVEUMZ7Kk3V7OasHMOhs6kRNNEBGDIANAXslxV+ZKcKjij2VJXZ8tFOzal0zHLMp77yV89aay+7Pr3JzNtC7/rRaggz3V+8cPvjOz+8RsvXZtMRIioXHGGRqf2HR5fs6p11YrE8MjIoro8AypV/W/+x94Hnh0dy7u+rHX3Bz8bwVqlap//pt+f4UQSqXJ+PJbqUEo2V8aVFIeefyDjvPjuy9ebuiYESEVE00NDRM4DhgIQKiKlEKjmhNbydAico66habJoiEXCzNSZIqrYKl8UR4by0bCxcW1HLBaJRq1EIh60KtuO99ATh5PrL7/4jTcYVmght78gAIjo4Au7f/7dL1y4KbJ+dbttO6VyybZdz3WDfNzklF2yYdOalnK5xBlbYNN/serd9cDh7/3ysE+GZc3eYBoMT0qZ7tm6fuvlM/Z6TtVzK0QUS7YGPmJhcujYsz+5dmv0nA3tQpAvQEqqAVDrQa0HegqVAkVACqCe9eSIiBi03zNExkDTMGSyWAQtg/kSxrP24Gixb2UqGdeCVpsANtO0YolEJpMJhcPDo7mHdo+d96abNp978UmzLycHIDs2/OAPvp70Dpx9eqdtV6fyRcdxZhxDRI4nDx8rdXfGwhabrwwJAACFivv9B4/c9dBRR2mzsv7EvG7V8c+56qZQJHnCkTX9I3zvyAsPtot979q5OhYxhVC+AF+QkBSsRSAipVARSQWkUCoFhBAwGpGx4CdwxmqlAoaB/6NpYBpM13A8W3Y90duVikdZyGIMQRFIqaQiWS9cxiKRTGtbLB5/5In9Ra33mhs/Fkuk54sW5wGgWi498pPv2Ucf2Lo+JXy3VCrP5fJT4Bc76vCxYiZljBfskMlP752ldWmq7N714OEfPHLMVZq54BUGAKCU0qIdWy99O84iUzQ5cmRy733Xbo1t39AOAFIqIcEXyhcolRKSlCIpgwkBwaxFwHpVgPEAAMYYg/r72iQIHFDGYHKqGA6ZbelwMsajYaZpQVd2o2RGUoGqBdMUMkNt7e2ORw88PXrJWz+0Yet5nGuz3uzsANiV8hP3/2hw9082rmCWiY5z8pWOSpHtqHxJ/ujhAz/dNSIAf+fKVde/Zk0jf5Irud9/4NDdjw0GrIdFrssAAM/zWvu2rztrZ3NE6lSLh5+5b1Ni4rcu7A1bhqIar+sAkOcr35eeIF9QkF1ABI4MEYKGleBn/Q0wBMZYoIXqnSwwOpmPRcy2dDQexXiUGzqrLbonCu5dEdSQIAiS9AhgGXoq07brueH0xssuveZdViR24or7mQAQ0TOP/uLJu/9hdcZNJSw1f2nqeHI9mSuo/ceKX/3JHht0Kf3eFr59fWb9ysTug5P3PDnigx5EVSeynogCzaZpWtC4U1MEx5PtuKs27+zZcC4ACN/t3/OrSPmFGy7qXtMZlwRSEiklCaQC3w9iVGm70vXIl6QU1RQ9Q40zBOSc8Zqwo8YCAobTWiiYBNl8iXNsTceiYZaMsbDF+QmNe0oR1ZAgpUjCdNooZJpDI+VyaP017/39eEsn15q7NI8HwHPs79/218WDvzhzfYqzxYknAPiC8kU5nhNf/P6uotAUMF3jLenkZC43VSiG66vDZnxLSmnbdkeCv2ZLp6lx25OTBSdfdiuu8AX5UpVtv+rKqisBGWOYierRlWdr4bQ7/MR129Nnr2tjiJJISaprZPA8WXVlxZYVR7m+EpIAgNXsKmocOavLPkM+DUBgCYAzVrMBCJ4vRiem+la2GQYmYywR5YY+S3Uy4GJgbCSRUqQAVH2mMoBc3pmUnW9+/x8n27o1fTr7Ox0HeI79zb+6leVfOGNdBgDkXLnm+YiQASKsbIkenvAcYkKqYrkShHsnst7zPNext61JvvmiM7asaWGIQpKU0JRkJanIFySk8iWRIkSwdD6UrRwbP7D9ko26xkiRIiJFUpGQ5PnScVXFkRVbVh3lCRUEdwwBWa3Jp+4RYVCEP26tYKDC6y6AUjQ0lm1LJxBB46BzhgiKTpJ5YYjAABQhkUQkIgmQSJhUGL7jy39xwwc/mWrvaSxpqQGglLzjy3/hje4+c0NbA8/Fkqp5GrB9fef+4X0SDK5ppXIVEX1fNKaalNJxnLgF12xf8YYdq9pTYUQIFLdSoEgFPntt7RKhxlFjzNIhULkE1NMWXdkagTrflSIhlOsruyb10naV65OQKrgmNhUTa8DWEs/HlQqIoJZvw9q+qWLJ80U4ZAaKi3NCxJMzhwAIEFARKal8SY4jAJAz7k4evOtrX7zhA3+SyHQGT0aoAfDEz3868My9YUt/fv9EYKlCppZJWZlkSON1v74WRs55XSlJSBJStcQj29Zknj405fgKkAFAMhoqFouGaQrP2bY2dfWONds3tNUfHlOLkhTVTBlRrf5d997r/+pznIgaiSMhlC+U7cqKo6qOsl3liZrbcyJbGoOfhgSn9yJAkHr2hXA9r2rb5apr1TUOY1Rb2Tmv/BPVhClXcI6NFHMFx3Fl8EUhlRDSOXT/mtO3XnT1O61QpAaA5zp3f+tLSZ2v7IzHo2YwJNsVhZIzNFYWQlkmX9kRj4aNoE2D4exWVEjyPBCSpFTnrO+UvvvIvkluhBRyxvSIXr7ugo7XndOTjls1QJsMfMORUIREEHQ7EwCRAqjNeqlASiWJlFRCgpDK9aTjkesrx1OOp4SgRqG6UVZrYm9D8GsrxYlQKSUJCIiU9H3h+UIIX9V2gxCCIbi+0DQ9sJeBJZ+F73WX1HFl/2A+m7cjYbOzLb66u4UIFIFS4AsqVb2R8fxPv/v1Tefs7OhZzRjTAODA80+tTNib1h7X12gYPBEze1YAANi2ODKUzxedtkykqz2ma4GTcNxIpKSgPhcom2y+sn5F1JFiYEzkXenZ1d/aseq0zkQ2V3VsEQ5ppsEZw8DcIaJSJGXAwcCLV1Iqpch2hesJIQgAa5ZNERG4nvR8CciFQtvxfF8oquvvZsEOtBggMhRY9zKnR46AoGuocW5oWjhkJmJRzgLzi1LJqu1MZIuDo5NrV7ULgZ4Axuj4wsy01PtCHRspjmerXR3xnhUpzgNJrU0rAlAKYxEzGc3sPTz+2P13X/PeDzPGkIjuvfMb7r5/i87bkh9MqyOD+ZGJ8rreTCYZ0jg2HMVAGxTKKptXVUeMT+YySW3LaW3hkH7fU4MHBgvvuHxdJm4KQZ6Qtu17vqwJI4FSyveVkEEmkoQgRcBqswwNXdN1ToRSki+lEOQJklIFui5fLLqeMEwryAUpmtN6aQyCWJfz2k+ONbdHC6IBxhgDjTPOUeOoa6hxZBxKFe/wwISh62tXtYYtFgmjqSNjx1kOKWmq6BwayLemIx2tkSChzerpjeYjiUgRHBqYmrQjf/h3dxlWSAMA6XuBkpqfGMO+7mRHa+z5fWO5gtPblTR05BwRQCqwHSpXwHHFRDa7ZWN607pWXWMAcMNl62Y9GwWaRJDnK9tVjqtsR7pewF9qaCQhlSdUEL7KWqemUgqCXk2GzDAtjWtERAAMQc3mQbAgpVBnSJCsQsRgCgaOqcbB0FHXQNdQ15iuI+fAGIYtMxLqPHg02z842buyNfCidD2YJNNyWbH9Daszpq7pGjQHMDMGg4gMyDS06vBIbmK0o7tPA4BoIj1c9S3j5KlphmiZfOumjhcPTh48OtXXnTR1RETXU8UKFCve2OTkxdu7VnUl5glyG6x3PGW7ynGk45EvyPOllCAlKCIpCQCkUoH2DPCoPdqg6ZakIqYFnfw1CWIIgDUPqmZXg+ZOBM6CF3LGNM40jemcGTrqOuoaGjozNOQaahrjDBkHFnBLIeO4cXXrkcGp/sHJvu4MAoZA6RpjCEKqvYezsYi5viOu8SCxUTc2Tc8PmUGeLxGhUixAYITXnrH92Z98KZVYWPoUkXN22urM7pfGRifs1rSFCBUbcgV3PJt77QU9nW3Reb5OSvm+sl1VdaTtKM9TvoRm77N+lSbZaXJdgo+N3/WqZWBlGwYAEALnqyb2Na3CUeMs4LWuM0Nnhs50jpqGusY4A8YR61mgWlcoAHBAAAhj38r00FixfzDbu7IFkYAk53igfyqdCGWSoVr6KPAX5iXXk8Wyq4WSK3rX1gBo6+pmydVCZNmCo1/OcePqlt0vjZnmClJQrHjj2eyVF/a2Zmbv+6hxn8j3Vbkqi2Vhu0oImPYVm9lNtZ4UrHvdQWQjA9ugQAEhIgMgUgaHYCVLAyPEWuMtZ6gx1DTUOBoaD5iua6hpNb4zhrzG9Gl9Pa2qmm7WRAZAXe3x0YnKwMhU74oUIkxNlkyDt6Ybz3+pxy7z0kTOLlXcK977P0ORaA0AzrXLb/jAA7d/ortzPuE9ntAyeTxi5AsuAY5OTL5xZ19LKnySLxEJRa6nPEFEgAw41ZiPtbwjSQkMURExREWokDgE0S4qRcFCS1LgCSWEQoBISG+YO8awpmRqthQ0zms1Xh5kIJDxIPdQ19R1YYf6TMPjEw2NjJBhglLQko64Y/7oZKm9JTI2WTlzY3v9zhYUuwqpJqbscKZvxxW1NWU1vb9+yzm7115SmXgsZC2iuSWVCI3nnGK5snPHykwqfOIYZlgCRNQYhkOcMay1PdG0By0kBAa2UaCve+s1Ry6IgYQiz5Nlm2xCnUNL0jQNFvCIc0Cs8bfBZUAMyhNY0y1YV1DQPOMbuc86Q2uX9nzZCNqkIs6wLRPvH5z0fL81HQGCEyO+eWg8W80X7et/9xZ9RioCEa973x9+8zO3tIsJfWHtFURgGlqukIuG+P7Dk8/sGQUAhqjrLFgTF5wY6qUlXeOxiBG29GhEj4Q1hFowEdyqUiAkBRFsI3hqTI/aBQmEVI4nC2ViLnBOFVfEwiwaMWqyXL+XQK6bCZvWO9biPKJKVXie9IX0feX50vOEVEFUVhNpRDR0BgBCKMeTVduvOr4iZIzZVWdNd586vllofvKFGs1WU10bz9zxmsbGac/HCkfe/vG//u7nP9JmTgUe5PykFDGGxVI1GooCYk9XIhY1wyFdm+O7UqpK1S/a3vBk2fUkqdpdapyZOrdMrmnsxP4GInJcIaSqccEVVUdWHT/gRaXqHhrInr6+zTI1ZPWApx6bBIC5rqjYfrXq2a4vFSARIDBAQLAMbuiaoTNT49GQbujaXDngQMURQaXqDY5XCmVPCsECvb/gCTCerZYr3ttvuVlr6jybWQ/IjY98+3/f0p30TlotIaJy1X/wyf6Na1rO3NRxYor8pBT4lIpICOV60vWE76uge6GelQEANI3afCICUrWEhOv6tisPDeSCfdGwbpgcgyx8w2EFQkBDZ+GQHrL0kKVxVveN6sa2zgY4Thk1cniNbU25DanUoYGpiVz1gq0rF/iMGADwhXzp8GSsY9Pv/9XtvGkh+0zfP93WufMdH3vgnz61ouUkXmmQ28La8ooFcV9JEjL4kwn1hwU38CfgwJiGBA2VS/XnmkHjWR1EhEQaQy1kRELgOLFixdnQ16JxNo8FmtbsQAj1dGaQdgYIpLDh0E6LdPMZp11cYIixiDmeqyqik6ylaqKJXLVcFW++4X3N3IdZ+4I2n3vxU7/Y7haeM/T5noJARAioaZrrzdcORARCKN+TwpeBhp3rbPVEwvQRpBrVveYd2JDRWNSQSnHGGvFZU3IT6lxt4iQBINUEvm5haj9wTlcGGz8aWxCBgBTQwiaAlDSeq2ZWbtx09gUzds1yAkS86p0fGJq0FdG8LwAAjTPbmR0AKVW14hfyTrHg2LbvC1Wr2M1xNjqR6vmTmqqlOsPqfDINHWubg32qUUpo0IySa3AY1C5buwgcd6Ha5Rr6nYKH5zS9qo4fpPxPxqLaK1e0y1Vx+Vt/Z4b4w1ydcR09qzOrz/OLz89fmCQiRKg6/vEbwXOFbQtfqLnkfZZT1bLTNNtKuIZwT4towHdDZ64vZ+Sca7unv0j1YA5qVbBGvXZa1R8XEM7IoJ1415WqH5SPFkhj2Uo42XbWBZeduGvO/M+l173nB1/4vRWtsXnOS0CIYDtCCKVpjBTZtqhW/SCTs1iqFyJn/e4Moa6xRUjl+bKpmlI/BU0nKKDesVOfKIFxabLzgTU7/vzzjNMXqmJ7SqkFRgC261eq/oVvvkbTZ4mx5gRg9WlnsthKRfl5Tk0KGGOlqluxfUNjxaI3N+tprhaY6SOaDDLAcZ7JrB4ZEQyNlXMFu1Byo+HpMnfwu86dmkSfaKGbR3byBML0wTQ4VrJdqRSpoKfuZJQrOJ7Ei1//lln3zpcBPeOiqw8/eHt47tg4UKCK4PmXxlLxsKlzmPYjatqVICiXy+AelQKpFJ0w8CCUDd5pnAPWE5mIrJ42YHW5VUS240/m7Ylc1ffl3v6ptlS4NR3SNY44i81sbGjCdCbHZ7hMs4kKVR0xMlnOl7yq7YVMLiQtJGadKjobz9mZbuucde98AJx96VWP/+gr3e1zAqAIEEAo3Hu0rLNi2NKDggbAdFG3nttiDbHG2exK3R4CEEmlAEgpasrLkVKB16egPleCEjQyNlV0iiW3fzgfC5uRsB62dMvQ6gm1hUYn05MMAWt1N5KKPF+4vvI86bi+7QqpyBcKEYUkIRTO/WjHgBxP5Evuu695x1wHzAdAMt2S6FxPcmiuA2rVToJw2AqZRlDcgLolrQemNfc6kJWG7DcyyVjffhwjmpzKRgVRBf0nSklFRKSa9DtjyBkhgC8oW/SVcoP+jMDxapw6GF4gE/PX1oMuofqAEIArRKZxKZRCKZUyiKQi7WRxcKHkRpOt68/cPtcB8wGAjK0568L+R75jmbNMgqA1AQBMXQuZFhFJBYqmn26BUOt7bS7lBynPWqadIdQf7nFcLDof8eBggJlapK7EKJCJRvNCYAwaDmV9mtX1ZO1/w8Vt2ITpX4H3DIxrus41Mk0qV21JQtZXlMwz3HzJ3XTe5fMEzCepgp15/mW7f/aN9pbZDwuiWdPQiIgxDJLsQekjaDEL1HfQ79dodG2o6en3GPgtALMpX2z6tRCQVIPFELxpAqCesqeGzT9uS317UyysCIQkz1eeT37QgAgYtgzP8amp631WklIVy/aJwVcznQSAtq4ePdqiVGWWfQREIJVCpnOOEZOFLW7q9bQ7qzvejdJSQ1803sNs/s20Mpp/aPPTNFtmBhYnMKzh+zb7wHXwgnskT7Cqo8o2uL4KlqRBEJ2p2Z/gEZDtStdXvRvPmGegJwFA1422vtPtgcdObIckqK2ZQg1CBktEedjkvF4UbT58/lhu7l3zD22hNPPqJ+q6JrmYPQYhNDQyNNQ45svCdiUiYfCYoJlx93HkuDKayKRbO+YZ3skL8T0btjyz/+FZCzXB86J0JMsAU2daUy65mbGvECeXkhhDQ4NoiEnFhORCSkRUBFLNHqME5PoikemaP2N6cgB6N5zxyB2eOVvPRNAPq5NitXT5Agtz/11JYxg2meNixdUYw6Byh3PfcsUWre2J2VaUNJ3zpFdt7+ohPUo0S+JDSuULqUvCoMq0iOrQf1MijYNloCfIAyRSpBjNMQWqjp8vOZtX9s5/xpMDEI7GT7/wjfsf+X7Y0psvRQCO59d7K5UimiUl//8dMURdYwb3Pa3WTdyc5ghK2Z4vCyV3Ml8NRZNXXv/e+U+4oFWSvufe873bjrz4uFspu3YFSAApIfypQnUqX1aAEUuzDM4YAtRq4kFPtcYZAAYPgua1RSmg8Vpj6cucL3SyrNn0kcfn+GQjmQ4AAEJOP3mKABjTpvchO24FMuMAKKQMAuNkIsYY45puWGEAAMY0MyIVEWA4llzR3Xfh63+rpaNr/rEt+lEFROTYVeG5nus4drVcLPiep+u6bhjlYr6xpMmtln1vemVZtVyUQgKAlH61XGKIyHChsdccpGmaGV5QH40ZijRnIq1IrPlPfkRjicZjHhDQDIUbhpVrWvMfaDGtMDKmpHBsWyrZ0tbxMp/cDacAwAyq59r/v9f+x1FQspnfui6QfiP+ovZ/ZXpV/pbkMi2clgFYYloGYIlpGYAlpmUAlpiWAVhiWgZgiWkZgCWmZQCWmJYBWGJaBmCJaRmAJab/Bxg7daDUWr1LAAAAAElFTkSuQmCC", "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image = Image.open('img/tom-bitmoji.png')\n", "image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can tell it's a me (class \"Tom\"), can my CNN?" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Prediction: tom\n" ] } ], "source": [ "image_tensor = transforms.functional.to_tensor(image.resize((IMAGE_SIZE, IMAGE_SIZE))).unsqueeze(0)\n", "prediction = int(torch.sigmoid(model(image_tensor)) > 0.5)\n", "print(f\"Prediction: {train_dataset.classes[prediction]}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! But what happens if I flip my image like this:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image = image.rotate(180)\n", "image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can still tell that it's me, but can my CNN?" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Prediction: tom\n" ] } ], "source": [ "image_tensor = transforms.functional.to_tensor(image.resize((IMAGE_SIZE, IMAGE_SIZE))).unsqueeze(0)\n", "prediction = int(torch.sigmoid(model(image_tensor)) > 0.5)\n", "print(f\"Prediction: {train_dataset.classes[prediction]}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks like our CNN is not very robust to rotational changes in our input image. We could try and fix that using some data augmentation, let's do that now:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Transforms\n", "data_transforms = transforms.Compose([transforms.Resize(IMAGE_SIZE),\n", " transforms.RandomVerticalFlip(p=0.5),\n", " transforms.RandomHorizontalFlip(p=0.5),\n", " transforms.ToTensor()])\n", "\n", "# Load data and re-create training loader\n", "train_dataset = datasets.ImageFolder(root=TRAIN_DIR, transform=data_transforms)\n", "trainloader = torch.utils.data.DataLoader(train_dataset, batch_size=BATCH_SIZE, shuffle=True)\n", "\n", "# Plot samples\n", "sample_batch = next(iter(trainloader))\n", "plt.figure(figsize=(10, 8)); plt.axis(\"off\"); plt.title(\"Sample Training Images\")\n", "plt.imshow(np.transpose(utils.make_grid(sample_batch[0], padding=1, normalize=True),(1,2,0)));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Okay, let's train again with our new augmented dataset:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1: Train Loss: 0.694. Valid Loss: 0.693. Valid Accuracy: 0.50.\n", "Epoch 2: Train Loss: 0.692. Valid Loss: 0.691. Valid Accuracy: 0.56.\n", "Epoch 3: Train Loss: 0.689. Valid Loss: 0.677. Valid Accuracy: 0.62.\n", "Epoch 4: Train Loss: 0.674. Valid Loss: 0.674. Valid Accuracy: 0.53.\n", "Epoch 5: Train Loss: 0.656. Valid Loss: 0.637. Valid Accuracy: 0.65.\n", "Epoch 6: Train Loss: 0.643. Valid Loss: 0.636. Valid Accuracy: 0.60.\n", "Epoch 7: Train Loss: 0.632. Valid Loss: 0.599. Valid Accuracy: 0.67.\n", "Epoch 8: Train Loss: 0.612. Valid Loss: 0.611. Valid Accuracy: 0.66.\n", "Epoch 9: Train Loss: 0.606. Valid Loss: 0.584. Valid Accuracy: 0.67.\n", "Epoch 10: Train Loss: 0.591. Valid Loss: 0.555. Valid Accuracy: 0.74.\n", "Epoch 11: Train Loss: 0.580. Valid Loss: 0.614. Valid Accuracy: 0.63.\n", "Epoch 12: Train Loss: 0.575. Valid Loss: 0.546. Valid Accuracy: 0.74.\n", "Epoch 13: Train Loss: 0.562. Valid Loss: 0.532. Valid Accuracy: 0.77.\n", "Epoch 14: Train Loss: 0.552. Valid Loss: 0.531. Valid Accuracy: 0.75.\n", "Epoch 15: Train Loss: 0.550. Valid Loss: 0.511. Valid Accuracy: 0.77.\n", "Epoch 16: Train Loss: 0.533. Valid Loss: 0.518. Valid Accuracy: 0.77.\n", "Epoch 17: Train Loss: 0.522. Valid Loss: 0.505. Valid Accuracy: 0.77.\n", "Epoch 18: Train Loss: 0.511. Valid Loss: 0.507. Valid Accuracy: 0.75.\n", "Epoch 19: Train Loss: 0.520. Valid Loss: 0.467. Valid Accuracy: 0.79.\n", "Epoch 20: Train Loss: 0.509. Valid Loss: 0.462. Valid Accuracy: 0.80.\n", "Epoch 21: Train Loss: 0.494. Valid Loss: 0.504. Valid Accuracy: 0.75.\n", "Epoch 22: Train Loss: 0.479. Valid Loss: 0.439. Valid Accuracy: 0.81.\n", "Epoch 23: Train Loss: 0.463. Valid Loss: 0.455. Valid Accuracy: 0.81.\n", "Epoch 24: Train Loss: 0.455. Valid Loss: 0.420. Valid Accuracy: 0.81.\n", "Epoch 25: Train Loss: 0.444. Valid Loss: 0.412. Valid Accuracy: 0.81.\n", "Epoch 26: Train Loss: 0.430. Valid Loss: 0.453. Valid Accuracy: 0.77.\n", "Epoch 27: Train Loss: 0.432. Valid Loss: 0.402. Valid Accuracy: 0.82.\n", "Epoch 28: Train Loss: 0.426. Valid Loss: 0.402. Valid Accuracy: 0.82.\n", "Epoch 29: Train Loss: 0.393. Valid Loss: 0.374. Valid Accuracy: 0.81.\n", "Epoch 30: Train Loss: 0.389. Valid Loss: 0.350. Valid Accuracy: 0.85.\n", "Epoch 31: Train Loss: 0.375. Valid Loss: 0.354. Valid Accuracy: 0.85.\n", "Epoch 32: Train Loss: 0.365. Valid Loss: 0.315. Valid Accuracy: 0.87.\n", "Epoch 33: Train Loss: 0.354. Valid Loss: 0.342. Valid Accuracy: 0.85.\n", "Epoch 34: Train Loss: 0.350. Valid Loss: 0.320. Valid Accuracy: 0.88.\n", "Epoch 35: Train Loss: 0.333. Valid Loss: 0.326. Valid Accuracy: 0.87.\n", "Epoch 36: Train Loss: 0.335. Valid Loss: 0.286. Valid Accuracy: 0.88.\n", "Epoch 37: Train Loss: 0.315. Valid Loss: 0.299. Valid Accuracy: 0.88.\n", "Epoch 38: Train Loss: 0.310. Valid Loss: 0.284. Valid Accuracy: 0.88.\n", "Epoch 39: Train Loss: 0.288. Valid Loss: 0.285. Valid Accuracy: 0.88.\n", "Epoch 40: Train Loss: 0.290. Valid Loss: 0.288. Valid Accuracy: 0.89.\n" ] } ], "source": [ "# Define and train model\n", "model = bitmoji_CNN()\n", "criterion = nn.BCEWithLogitsLoss()\n", "optimizer = optim.Adam(model.parameters())\n", "results = trainer(model, criterion, optimizer, trainloader, validloader, epochs=40)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# Save model\n", "PATH = \"models/bitmoji_cnn_augmented.pt\"\n", "torch.save(model, PATH)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's try predict this one again:" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "execution_count": 79, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Prediction: tom\n" ] } ], "source": [ "image_tensor = transforms.functional.to_tensor(image.resize((IMAGE_SIZE, IMAGE_SIZE))).unsqueeze(0)\n", "prediction = int(torch.sigmoid(model(image_tensor)) > 0.5)\n", "print(f\"Prediction: {train_dataset.classes[prediction]}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Got it now!" ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [conda env:pth]", "language": "python", "name": "pth" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.9" } }, "nbformat": 4, "nbformat_minor": 4 }