Spaces:
Runtime error
Runtime error
File size: 215,293 Bytes
418196b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 |
{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import torch\n",
"import torchvision.transforms as transforms\n",
"from PIL import Image\n",
"\n",
"# Load the image using PIL (Python Imaging Library)\n",
"image = Image.open(\"/Users/suyash.harlalka/Desktop/personal/acne_classification/dataset/Classification/JPEGImages/levle0_0.jpg\")\n",
"\n",
"# Define the transformation\n",
"preprocess = transforms.Compose([\n",
" transforms.Resize((299, 299)), # Resize to InceptionV3 input size\n",
" transforms.ToTensor(), # Convert to tensor\n",
" transforms.Normalize(\n",
" mean=[0.485, 0.456, 0.406], # ImageNet mean\n",
" std=[0.229, 0.224, 0.225] # ImageNet standard deviation\n",
" ),\n",
"])\n",
"\n",
"# Preprocess the image\n",
"preprocessed_image = preprocess(image)\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"torch.Size([3, 299, 299])"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"preprocessed_image.shape"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(700, 525, 3)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"imageArray = np.array(image)\n",
"imageArray.shape"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
]
},
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from matplotlib import pyplot as plt\n",
"plt.imshow(preprocessed_image.permute(1, 2, 0))\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[[137, 142, 145],\n",
" [136, 141, 144],\n",
" [136, 141, 144],\n",
" ...,\n",
" [169, 180, 182],\n",
" [169, 180, 182],\n",
" [169, 180, 182]],\n",
"\n",
" [[136, 141, 144],\n",
" [135, 140, 143],\n",
" [135, 140, 143],\n",
" ...,\n",
" [168, 179, 181],\n",
" [168, 179, 181],\n",
" [168, 179, 181]],\n",
"\n",
" [[134, 139, 142],\n",
" [134, 139, 142],\n",
" [134, 139, 142],\n",
" ...,\n",
" [168, 179, 181],\n",
" [168, 179, 181],\n",
" [168, 179, 181]],\n",
"\n",
" ...,\n",
"\n",
" [[ 42, 48, 60],\n",
" [ 42, 48, 60],\n",
" [ 41, 47, 59],\n",
" ...,\n",
" [173, 146, 125],\n",
" [171, 144, 123],\n",
" [172, 145, 126]],\n",
"\n",
" [[ 44, 50, 62],\n",
" [ 44, 50, 62],\n",
" [ 42, 48, 60],\n",
" ...,\n",
" [172, 145, 126],\n",
" [171, 144, 125],\n",
" [172, 145, 126]],\n",
"\n",
" [[ 46, 52, 64],\n",
" [ 45, 51, 63],\n",
" [ 43, 49, 61],\n",
" ...,\n",
" [172, 145, 126],\n",
" [170, 143, 124],\n",
" [171, 144, 125]]], dtype=uint8)"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"imageArray"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "tensorflow",
"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": "3.9.16"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
|