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@hasibzunair
Created April 1, 2022 14:38
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{
"cells": [
{
"cell_type": "markdown",
"id": "facd5880-3a77-41c8-b54c-3beecc609538",
"metadata": {},
"source": [
"# Test segmentation model on a single image and get ROI"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "d0c28a19-01c9-49b3-8a29-a5ad09148b03",
"metadata": {},
"outputs": [],
"source": [
"%load_ext autoreload\n",
"%autoreload 2"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "fa9d84cd-bb50-4d06-8b91-5e2b18452f8e",
"metadata": {},
"outputs": [],
"source": [
"import os,sys,inspect\n",
"os.chdir('..')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "7cc6923a-1890-4c06-bf88-13539e0e7873",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"cuda:0\n"
]
}
],
"source": [
"import numpy as np\n",
"import cv2\n",
"from PIL import Image\n",
"import torch\n",
"from torch.utils.data import DataLoader\n",
"from torchvision import datasets, transforms, utils\n",
"from torch.autograd import Variable\n",
"import matplotlib.pyplot as plt\n",
"\n",
"import torch\n",
"import torch.nn as nn\n",
"import torch.optim as optim\n",
"import torch.nn.functional as F\n",
"\n",
"import os\n",
"import glob\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import torchvision.transforms as transforms\n",
"import torch\n",
"\n",
"from sklearn.model_selection import train_test_split\n",
"from PIL import Image\n",
"from torch.utils.data import Dataset\n",
"\n",
"torch.manual_seed(0)\n",
"\n",
"if torch.cuda.is_available():\n",
" torch.backends.cudnn.deterministic = True\n",
"\n",
"# Device\n",
"DEVICE = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
"print(DEVICE)\n",
"\n",
"\n",
"data_folder = 'datasets/Auto-retail-syndata-release'\n",
"model_path = 'logs/unet_aicityt4/unet_aicityt4.pth'"
]
},
{
"cell_type": "markdown",
"id": "49c2f920-17ad-4ee2-b4f8-26b910bb2804",
"metadata": {},
"source": [
"## Load image"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "86b13d63-0c71-41b9-9143-266d9ca7c843",
"metadata": {},
"outputs": [],
"source": [
"# This will eventually be replaced with a loop for all images/frames\n",
"img_path = \"datasets/Auto-retail-syndata-release/syn_image_train/00001_2633.jpg\"\n",
"image = Image.open(img_path).convert('RGB')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "cc8101d3-8ad7-4df7-af66-28ac64607c6f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f74d7d08550>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(image)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "76c5cc3f-208a-4b2c-affb-6dd52144cf74",
"metadata": {},
"outputs": [],
"source": [
"# Taken from AICITYSeg_dataloader dataloader class\n",
"transforms_image = transforms.Compose([transforms.Resize((224, 224)),\n",
" transforms.CenterCrop((224, 224)),\n",
" transforms.ToTensor(),\n",
" transforms.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5))])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "d7d9d4b0-f42d-4567-97dc-af67b7e21af5",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"torch.Size([3, 224, 224])"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"image_tensor = transforms_image(image)\n",
"image_tensor.shape"
]
},
{
"cell_type": "markdown",
"id": "20de3cc9-3286-48c3-9455-0cb1e3520b50",
"metadata": {},
"source": [
"## Load model"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "144649f3-73e1-4b4a-a515-919fb1b56528",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"build_unet(\n",
" (e1): encoder_block(\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" (pool): MaxPool2d(kernel_size=(2, 2), stride=(2, 2), padding=0, dilation=1, ceil_mode=False)\n",
" )\n",
" (e2): encoder_block(\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" (pool): MaxPool2d(kernel_size=(2, 2), stride=(2, 2), padding=0, dilation=1, ceil_mode=False)\n",
" )\n",
" (e3): encoder_block(\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" (pool): MaxPool2d(kernel_size=(2, 2), stride=(2, 2), padding=0, dilation=1, ceil_mode=False)\n",
" )\n",
" (e4): encoder_block(\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" (pool): MaxPool2d(kernel_size=(2, 2), stride=(2, 2), padding=0, dilation=1, ceil_mode=False)\n",
" )\n",
" (b): conv_block(\n",
" (conv1): Conv2d(512, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(1024, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" (d1): decoder_block(\n",
" (up): ConvTranspose2d(1024, 512, kernel_size=(2, 2), stride=(2, 2))\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(1024, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" )\n",
" (d2): decoder_block(\n",
" (up): ConvTranspose2d(512, 256, kernel_size=(2, 2), stride=(2, 2))\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(512, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" )\n",
" (d3): decoder_block(\n",
" (up): ConvTranspose2d(256, 128, kernel_size=(2, 2), stride=(2, 2))\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(256, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" )\n",
" (d4): decoder_block(\n",
" (up): ConvTranspose2d(128, 64, kernel_size=(2, 2), stride=(2, 2))\n",
" (conv): conv_block(\n",
" (conv1): Conv2d(128, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (conv2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
" (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n",
" (relu): ReLU()\n",
" )\n",
" )\n",
" (outputs): Conv2d(64, 1, kernel_size=(1, 1), stride=(1, 1))\n",
")"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import torchvision\n",
"\n",
"###### UNet model\n",
"#########################################################################################\n",
"\"\"\" Convolutional block:\n",
" It follows a two 3x3 convolutional layer, each followed by a batch normalization and a relu activation.\n",
"\"\"\"\n",
"class conv_block(nn.Module):\n",
" def __init__(self, in_c, out_c):\n",
" super().__init__()\n",
"\n",
" self.conv1 = nn.Conv2d(in_c, out_c, kernel_size=3, padding=1)\n",
" self.bn1 = nn.BatchNorm2d(out_c)\n",
"\n",
" self.conv2 = nn.Conv2d(out_c, out_c, kernel_size=3, padding=1)\n",
" self.bn2 = nn.BatchNorm2d(out_c)\n",
"\n",
" self.relu = nn.ReLU()\n",
"\n",
" def forward(self, inputs):\n",
" x = self.conv1(inputs)\n",
" x = self.bn1(x)\n",
" x = self.relu(x)\n",
"\n",
" x = self.conv2(x)\n",
" x = self.bn2(x)\n",
" x = self.relu(x)\n",
"\n",
" return x\n",
"\n",
"\"\"\" Encoder block:\n",
" It consists of an conv_block followed by a max pooling.\n",
" Here the number of filters doubles and the height and width half after every block.\n",
"\"\"\"\n",
"class encoder_block(nn.Module):\n",
" def __init__(self, in_c, out_c):\n",
" super().__init__()\n",
"\n",
" self.conv = conv_block(in_c, out_c)\n",
" self.pool = nn.MaxPool2d((2, 2))\n",
"\n",
" def forward(self, inputs):\n",
" x = self.conv(inputs)\n",
" p = self.pool(x)\n",
"\n",
" return x, p\n",
"\n",
"\"\"\" Decoder block:\n",
" The decoder block begins with a transpose convolution, followed by a concatenation with the skip\n",
" connection from the encoder block. Next comes the conv_block.\n",
" Here the number filters decreases by half and the height and width doubles.\n",
"\"\"\"\n",
"class decoder_block(nn.Module):\n",
" def __init__(self, in_c, out_c):\n",
" super().__init__()\n",
"\n",
" self.up = nn.ConvTranspose2d(in_c, out_c, kernel_size=2, stride=2, padding=0)\n",
" self.conv = conv_block(out_c+out_c, out_c)\n",
"\n",
" def forward(self, inputs, skip):\n",
" x = self.up(inputs)\n",
" x = torch.cat([x, skip], axis=1)\n",
" x = self.conv(x)\n",
"\n",
" return x\n",
"\n",
"\n",
"class build_unet(nn.Module):\n",
" def __init__(self):\n",
" super().__init__()\n",
"\n",
" \"\"\" Encoder \"\"\"\n",
" self.e1 = encoder_block(3, 64)\n",
" self.e2 = encoder_block(64, 128)\n",
" self.e3 = encoder_block(128, 256)\n",
" self.e4 = encoder_block(256, 512)\n",
"\n",
" \"\"\" Bottleneck \"\"\"\n",
" self.b = conv_block(512, 1024)\n",
"\n",
" \"\"\" Decoder \"\"\"\n",
" self.d1 = decoder_block(1024, 512)\n",
" self.d2 = decoder_block(512, 256)\n",
" self.d3 = decoder_block(256, 128)\n",
" self.d4 = decoder_block(128, 64)\n",
"\n",
" \"\"\" Classifier \"\"\"\n",
" self.outputs = nn.Conv2d(64, 1, kernel_size=1, padding=0)\n",
" \n",
" # NOTE: \n",
" # nn.Conv2d(64, 1, kernel_size=1, padding=0) is mathematically same as \n",
" # nn.Conv2d(64, 1, kernel_size=3, stride=1, padding=1)\n",
"\n",
" def forward(self, inputs):\n",
" \"\"\" Encoder \"\"\"\n",
" s1, p1 = self.e1(inputs)\n",
" s2, p2 = self.e2(p1)\n",
" s3, p3 = self.e3(p2)\n",
" s4, p4 = self.e4(p3)\n",
"\n",
" \"\"\" Bottleneck \"\"\"\n",
" b = self.b(p4)\n",
"\n",
" \"\"\" Decoder \"\"\"\n",
" d1 = self.d1(b, s4)\n",
" d2 = self.d2(d1, s3)\n",
" d3 = self.d3(d2, s2)\n",
" d4 = self.d4(d3, s1)\n",
"\n",
" \"\"\" Classifier \"\"\"\n",
" outputs = self.outputs(d4)\n",
" return outputs\n",
"######################################################################################### \n",
"\n",
"# Define model\n",
"model = build_unet()\n",
"checkpoint = torch.load(model_path)\n",
"model.load_state_dict(checkpoint)\n",
"# Send to GPU\n",
"model = model.to(DEVICE)\n",
"model.eval()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "71c84dc0-6182-4b5d-9037-9a016900917d",
"metadata": {},
"outputs": [],
"source": [
"def visualize(idx, **images):\n",
" \"\"\"Plot images in one row.\"\"\" \n",
" n = len(images)\n",
" fig = plt.figure(figsize=(20, 10))\n",
" for i, (name, image) in enumerate(images.items()):\n",
" plt.subplot(1, n, i + 1)\n",
" plt.xticks([])\n",
" plt.yticks([])\n",
" plt.title(' '.join(name.split('_')).lower(), fontsize=20)\n",
" plt.imshow(image, cmap='gray')\n",
" plt.axis(\"off\")\n",
" #plt.tight_layout()\n",
" #plt.savefig(\"../outputs/vis/compare-segs/{}.png\".format(idx), facecolor=\"white\", bbox_inches = 'tight')\n",
" plt.show()"
]
},
{
"cell_type": "markdown",
"id": "20827884-c73d-43c7-93f1-915d5e99f361",
"metadata": {},
"source": [
"## Make prediction"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "2519b441-e0c1-4493-b827-a8e97b6ea735",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(224, 224)"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"image_tensor_b = torch.unsqueeze(image_tensor, 0).to(DEVICE)\n",
"output = torch.sigmoid(model(image_tensor_b.float()))\n",
"pred = output.permute(0, 2, 3, 1).squeeze().detach().cpu().numpy() > 0.5\n",
"pred.shape"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "1c87e065-3665-4d5a-a03a-cc4694093812",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(224, 224, 3)"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Convert image tensor to image for visualization\n",
"img = (image_tensor_b[0].permute(1,2,0).detach().cpu().numpy()+1)/2\n",
"img = (img*255).astype(np.uint8)\n",
"img.shape"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "377826a8-1708-453d-bd96-f70fca8b3316",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(224, 224, 3)"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Stack preds for getting ROI\n",
"mask = np.stack((pred, pred, pred), axis=-1)\n",
"mask.shape"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "2398d664-3875-40ae-8ffe-b2045848448c",
"metadata": {},
"outputs": [],
"source": [
"# Image ROI\n",
"image_roi = img * mask"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7c9508a0-69c6-401b-8722-b128e96e3750",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 14,
"id": "7b55262e-3320-461e-8139-85c745c1e6da",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1440x720 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"visualize(0, input_image=img, prediction=pred, segmented=image_roi)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ea6e73d2-9c22-4d22-b19d-99ff877b0723",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "c03f02d4-742d-45fb-9855-4739c8bf80e4",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.12"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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