diff --git a/main.ipynb b/main.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..57e7119b52d679bf3ef72495da13b0b89e627133 --- /dev/null +++ b/main.ipynb @@ -0,0 +1,225 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#import libraries\n", + "import torch \n", + "from torchvision import datasets, transforms \n", + "import torch.nn as nn\n", + "import torch.optim as optim\n", + "from torch.utils.data import DataLoader\n", + "from torchvision.datasets import ImageFolder\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "#define the data transforms\n", + "\n", + "transform = transforms.Compose([\n", + " transforms.Resize((224,224)),\n", + " transforms.ToTensor(),\n", + " transforms.Normalize((0.485,0.456,0.406),(0.229,0.224,0.225))\n", + " ])" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "#insert the datasets\n", + "\n", + "train_dataset = ImageFolder('./data/train', transform=transform)\n", + "test_dataset =ImageFolder('./data/test', transform=transform)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# make cnn model\n", + "\n", + "class CNN(nn.Module):\n", + " def __init__(self):\n", + " super(CNN, self).__init__()\n", + " self.conv1 = nn.Conv2d(3, 6, 5)\n", + " self.conv2 = nn.Conv2d(6, 16, 5)\n", + " self.pool = nn.MaxPool2d(2, 2)\n", + " self.fc1 = nn.Linear(16 * 53 * 53, 120)\n", + " self.fc2 = nn.Linear(120, 84)\n", + " self.fc3 = nn.Linear(84, 3)\n", + "\n", + " def forward(self, x):\n", + " x = self.conv1(x)\n", + " x = self.pool(x)\n", + " x = self.conv2(x)\n", + " x = self.pool(x)\n", + " x = x.view(-1, 16 * 53 * 53)\n", + " x = self.fc1(x)\n", + " x = self.fc2(x)\n", + " x = self.fc3(x)\n", + " return x\n", + "\n", + " \n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "batch_size = 8\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True)\n", + "test_loader = DataLoader(test_dataset, batch_size=batch_size, shuffle=True)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "model = CNN()\n", + "loss_function = nn.CrossEntropyLoss()\n", + "optimizer = optim.Adam(model.parameters(), lr=0.001)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch [1/10], Step [1/34], Loss: 1.0981\n", + "Epoch [2/10], Step [1/34], Loss: 1.2921\n", + "Epoch [3/10], Step [1/34], Loss: 0.4883\n", + "Epoch [4/10], Step [1/34], Loss: 0.3408\n", + "Epoch [5/10], Step [1/34], Loss: 0.1063\n", + "Epoch [6/10], Step [1/34], Loss: 0.0406\n", + "Epoch [7/10], Step [1/34], Loss: 0.0009\n", + "Epoch [8/10], Step [1/34], Loss: 0.0066\n", + "Epoch [9/10], Step [1/34], Loss: 0.0009\n", + "Epoch [10/10], Step [1/34], Loss: 0.0012\n" + ] + } + ], + "source": [ + "#Train the model\n", + "\n", + "for epoch in range(10):\n", + " for i, (images, labels) in enumerate(train_loader):\n", + "\n", + " outputs = model(images)\n", + "\n", + " loss = loss_function(outputs, labels)\n", + "\n", + " optimizer.zero_grad()\n", + " loss.backward()\n", + " optimizer.step()\n", + "\n", + " if i % 200 == 0:\n", + " print('Epoch [{}/{}], Step [{}/{}], Loss: {:.4f}'.format(epoch + 1, 10, i + 1, len(train_loader), loss.item()))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "#iterate over the test data \n", + "\n", + "correct = 0\n", + "total = 0\n", + "for i, (images, labels) in enumerate(test_loader):\n", + " outputs = model(images)\n", + " \n", + " _, predicted = torch.max(outputs.data, 1)\n", + " correct += (predicted == labels).sum().item()\n", + " total += labels.size(0)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy: 53.333333333333336%\n" + ] + } + ], + "source": [ + "#calculate the accuracy\n", + "accuracy = 100 * correct / total\n", + "print('Accuracy: {}%' .format(accuracy))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "model_scripted = torch.jit.script(model)\n", + "model_scripted.save('./models/cat_dog_cnn.pt')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": 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