changed name
Browse files
app.ipynb
DELETED
|
@@ -1,370 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"cells": [
|
| 3 |
-
{
|
| 4 |
-
"cell_type": "code",
|
| 5 |
-
"execution_count": 1,
|
| 6 |
-
"metadata": {},
|
| 7 |
-
"outputs": [],
|
| 8 |
-
"source": [
|
| 9 |
-
"#/default_exp app"
|
| 10 |
-
]
|
| 11 |
-
},
|
| 12 |
-
{
|
| 13 |
-
"cell_type": "code",
|
| 14 |
-
"execution_count": 2,
|
| 15 |
-
"metadata": {},
|
| 16 |
-
"outputs": [],
|
| 17 |
-
"source": [
|
| 18 |
-
"#/export\n",
|
| 19 |
-
"from fastai.vision.all import *\n",
|
| 20 |
-
"import gradio as gr\n",
|
| 21 |
-
"\n",
|
| 22 |
-
"def is_cat(x): return x[0].isupper()"
|
| 23 |
-
]
|
| 24 |
-
},
|
| 25 |
-
{
|
| 26 |
-
"cell_type": "code",
|
| 27 |
-
"execution_count": 3,
|
| 28 |
-
"metadata": {},
|
| 29 |
-
"outputs": [],
|
| 30 |
-
"source": [
|
| 31 |
-
"#/export\n",
|
| 32 |
-
"learn = load_learner('model.pkl')"
|
| 33 |
-
]
|
| 34 |
-
},
|
| 35 |
-
{
|
| 36 |
-
"cell_type": "code",
|
| 37 |
-
"execution_count": 4,
|
| 38 |
-
"metadata": {},
|
| 39 |
-
"outputs": [],
|
| 40 |
-
"source": [
|
| 41 |
-
"#/export\n",
|
| 42 |
-
"categories = ('Dog','Cat')\n",
|
| 43 |
-
"\n",
|
| 44 |
-
"def classify_image(img):\n",
|
| 45 |
-
" pred,idx,probs = learn.predict(img)\n",
|
| 46 |
-
" return dict(zip(categories,map(float,probs)))"
|
| 47 |
-
]
|
| 48 |
-
},
|
| 49 |
-
{
|
| 50 |
-
"cell_type": "code",
|
| 51 |
-
"execution_count": 5,
|
| 52 |
-
"metadata": {},
|
| 53 |
-
"outputs": [
|
| 54 |
-
{
|
| 55 |
-
"data": {
|
| 56 |
-
"text/html": [
|
| 57 |
-
"\n",
|
| 58 |
-
"<style>\n",
|
| 59 |
-
" /* Turns off some styling */\n",
|
| 60 |
-
" progress {\n",
|
| 61 |
-
" /* gets rid of default border in Firefox and Opera. */\n",
|
| 62 |
-
" border: none;\n",
|
| 63 |
-
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
| 64 |
-
" background-size: auto;\n",
|
| 65 |
-
" }\n",
|
| 66 |
-
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
|
| 67 |
-
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
|
| 68 |
-
" }\n",
|
| 69 |
-
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
| 70 |
-
" background: #F44336;\n",
|
| 71 |
-
" }\n",
|
| 72 |
-
"</style>\n"
|
| 73 |
-
],
|
| 74 |
-
"text/plain": [
|
| 75 |
-
"<IPython.core.display.HTML object>"
|
| 76 |
-
]
|
| 77 |
-
},
|
| 78 |
-
"metadata": {},
|
| 79 |
-
"output_type": "display_data"
|
| 80 |
-
},
|
| 81 |
-
{
|
| 82 |
-
"data": {
|
| 83 |
-
"text/html": [],
|
| 84 |
-
"text/plain": [
|
| 85 |
-
"<IPython.core.display.HTML object>"
|
| 86 |
-
]
|
| 87 |
-
},
|
| 88 |
-
"metadata": {},
|
| 89 |
-
"output_type": "display_data"
|
| 90 |
-
},
|
| 91 |
-
{
|
| 92 |
-
"data": {
|
| 93 |
-
"text/plain": [
|
| 94 |
-
"{'Dog': 0.9999974966049194, 'Cat': 2.5427661967114545e-06}"
|
| 95 |
-
]
|
| 96 |
-
},
|
| 97 |
-
"execution_count": 5,
|
| 98 |
-
"metadata": {},
|
| 99 |
-
"output_type": "execute_result"
|
| 100 |
-
}
|
| 101 |
-
],
|
| 102 |
-
"source": [
|
| 103 |
-
"classify_image('dog.jpeg')"
|
| 104 |
-
]
|
| 105 |
-
},
|
| 106 |
-
{
|
| 107 |
-
"cell_type": "code",
|
| 108 |
-
"execution_count": null,
|
| 109 |
-
"metadata": {},
|
| 110 |
-
"outputs": [
|
| 111 |
-
{
|
| 112 |
-
"name": "stderr",
|
| 113 |
-
"output_type": "stream",
|
| 114 |
-
"text": [
|
| 115 |
-
"/Users/katetran/mambaforge/lib/python3.10/site-packages/gradio/inputs.py:256: UserWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components\n",
|
| 116 |
-
" warnings.warn(\n",
|
| 117 |
-
"/Users/katetran/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
|
| 118 |
-
" warnings.warn(value)\n",
|
| 119 |
-
"/Users/katetran/mambaforge/lib/python3.10/site-packages/gradio/outputs.py:196: UserWarning: Usage of gradio.outputs is deprecated, and will not be supported in the future, please import your components from gradio.components\n",
|
| 120 |
-
" warnings.warn(\n",
|
| 121 |
-
"/Users/katetran/mambaforge/lib/python3.10/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
|
| 122 |
-
" warnings.warn(value)\n"
|
| 123 |
-
]
|
| 124 |
-
},
|
| 125 |
-
{
|
| 126 |
-
"name": "stdout",
|
| 127 |
-
"output_type": "stream",
|
| 128 |
-
"text": [
|
| 129 |
-
"Running on local URL: http://127.0.0.1:7860\n",
|
| 130 |
-
"\n",
|
| 131 |
-
"To create a public link, set `share=True` in `launch()`.\n"
|
| 132 |
-
]
|
| 133 |
-
},
|
| 134 |
-
{
|
| 135 |
-
"data": {
|
| 136 |
-
"text/plain": [
|
| 137 |
-
"(<gradio.routes.App at 0x1795c7e50>, 'http://127.0.0.1:7860/', None)"
|
| 138 |
-
]
|
| 139 |
-
},
|
| 140 |
-
"execution_count": 6,
|
| 141 |
-
"metadata": {},
|
| 142 |
-
"output_type": "execute_result"
|
| 143 |
-
},
|
| 144 |
-
{
|
| 145 |
-
"data": {
|
| 146 |
-
"text/html": [
|
| 147 |
-
"\n",
|
| 148 |
-
"<style>\n",
|
| 149 |
-
" /* Turns off some styling */\n",
|
| 150 |
-
" progress {\n",
|
| 151 |
-
" /* gets rid of default border in Firefox and Opera. */\n",
|
| 152 |
-
" border: none;\n",
|
| 153 |
-
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
| 154 |
-
" background-size: auto;\n",
|
| 155 |
-
" }\n",
|
| 156 |
-
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
|
| 157 |
-
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
|
| 158 |
-
" }\n",
|
| 159 |
-
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
| 160 |
-
" background: #F44336;\n",
|
| 161 |
-
" }\n",
|
| 162 |
-
"</style>\n"
|
| 163 |
-
],
|
| 164 |
-
"text/plain": [
|
| 165 |
-
"<IPython.core.display.HTML object>"
|
| 166 |
-
]
|
| 167 |
-
},
|
| 168 |
-
"metadata": {},
|
| 169 |
-
"output_type": "display_data"
|
| 170 |
-
},
|
| 171 |
-
{
|
| 172 |
-
"data": {
|
| 173 |
-
"text/html": [],
|
| 174 |
-
"text/plain": [
|
| 175 |
-
"<IPython.core.display.HTML object>"
|
| 176 |
-
]
|
| 177 |
-
},
|
| 178 |
-
"metadata": {},
|
| 179 |
-
"output_type": "display_data"
|
| 180 |
-
},
|
| 181 |
-
{
|
| 182 |
-
"data": {
|
| 183 |
-
"text/html": [
|
| 184 |
-
"\n",
|
| 185 |
-
"<style>\n",
|
| 186 |
-
" /* Turns off some styling */\n",
|
| 187 |
-
" progress {\n",
|
| 188 |
-
" /* gets rid of default border in Firefox and Opera. */\n",
|
| 189 |
-
" border: none;\n",
|
| 190 |
-
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
| 191 |
-
" background-size: auto;\n",
|
| 192 |
-
" }\n",
|
| 193 |
-
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
|
| 194 |
-
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
|
| 195 |
-
" }\n",
|
| 196 |
-
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
| 197 |
-
" background: #F44336;\n",
|
| 198 |
-
" }\n",
|
| 199 |
-
"</style>\n"
|
| 200 |
-
],
|
| 201 |
-
"text/plain": [
|
| 202 |
-
"<IPython.core.display.HTML object>"
|
| 203 |
-
]
|
| 204 |
-
},
|
| 205 |
-
"metadata": {},
|
| 206 |
-
"output_type": "display_data"
|
| 207 |
-
},
|
| 208 |
-
{
|
| 209 |
-
"data": {
|
| 210 |
-
"text/html": [],
|
| 211 |
-
"text/plain": [
|
| 212 |
-
"<IPython.core.display.HTML object>"
|
| 213 |
-
]
|
| 214 |
-
},
|
| 215 |
-
"metadata": {},
|
| 216 |
-
"output_type": "display_data"
|
| 217 |
-
},
|
| 218 |
-
{
|
| 219 |
-
"data": {
|
| 220 |
-
"text/html": [
|
| 221 |
-
"\n",
|
| 222 |
-
"<style>\n",
|
| 223 |
-
" /* Turns off some styling */\n",
|
| 224 |
-
" progress {\n",
|
| 225 |
-
" /* gets rid of default border in Firefox and Opera. */\n",
|
| 226 |
-
" border: none;\n",
|
| 227 |
-
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
| 228 |
-
" background-size: auto;\n",
|
| 229 |
-
" }\n",
|
| 230 |
-
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
|
| 231 |
-
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
|
| 232 |
-
" }\n",
|
| 233 |
-
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
| 234 |
-
" background: #F44336;\n",
|
| 235 |
-
" }\n",
|
| 236 |
-
"</style>\n"
|
| 237 |
-
],
|
| 238 |
-
"text/plain": [
|
| 239 |
-
"<IPython.core.display.HTML object>"
|
| 240 |
-
]
|
| 241 |
-
},
|
| 242 |
-
"metadata": {},
|
| 243 |
-
"output_type": "display_data"
|
| 244 |
-
},
|
| 245 |
-
{
|
| 246 |
-
"data": {
|
| 247 |
-
"text/html": [],
|
| 248 |
-
"text/plain": [
|
| 249 |
-
"<IPython.core.display.HTML object>"
|
| 250 |
-
]
|
| 251 |
-
},
|
| 252 |
-
"metadata": {},
|
| 253 |
-
"output_type": "display_data"
|
| 254 |
-
},
|
| 255 |
-
{
|
| 256 |
-
"data": {
|
| 257 |
-
"text/html": [
|
| 258 |
-
"\n",
|
| 259 |
-
"<style>\n",
|
| 260 |
-
" /* Turns off some styling */\n",
|
| 261 |
-
" progress {\n",
|
| 262 |
-
" /* gets rid of default border in Firefox and Opera. */\n",
|
| 263 |
-
" border: none;\n",
|
| 264 |
-
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
| 265 |
-
" background-size: auto;\n",
|
| 266 |
-
" }\n",
|
| 267 |
-
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
|
| 268 |
-
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
|
| 269 |
-
" }\n",
|
| 270 |
-
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
| 271 |
-
" background: #F44336;\n",
|
| 272 |
-
" }\n",
|
| 273 |
-
"</style>\n"
|
| 274 |
-
],
|
| 275 |
-
"text/plain": [
|
| 276 |
-
"<IPython.core.display.HTML object>"
|
| 277 |
-
]
|
| 278 |
-
},
|
| 279 |
-
"metadata": {},
|
| 280 |
-
"output_type": "display_data"
|
| 281 |
-
},
|
| 282 |
-
{
|
| 283 |
-
"data": {
|
| 284 |
-
"text/html": [],
|
| 285 |
-
"text/plain": [
|
| 286 |
-
"<IPython.core.display.HTML object>"
|
| 287 |
-
]
|
| 288 |
-
},
|
| 289 |
-
"metadata": {},
|
| 290 |
-
"output_type": "display_data"
|
| 291 |
-
},
|
| 292 |
-
{
|
| 293 |
-
"data": {
|
| 294 |
-
"text/html": [
|
| 295 |
-
"\n",
|
| 296 |
-
"<style>\n",
|
| 297 |
-
" /* Turns off some styling */\n",
|
| 298 |
-
" progress {\n",
|
| 299 |
-
" /* gets rid of default border in Firefox and Opera. */\n",
|
| 300 |
-
" border: none;\n",
|
| 301 |
-
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
| 302 |
-
" background-size: auto;\n",
|
| 303 |
-
" }\n",
|
| 304 |
-
" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
|
| 305 |
-
" background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
|
| 306 |
-
" }\n",
|
| 307 |
-
" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
| 308 |
-
" background: #F44336;\n",
|
| 309 |
-
" }\n",
|
| 310 |
-
"</style>\n"
|
| 311 |
-
],
|
| 312 |
-
"text/plain": [
|
| 313 |
-
"<IPython.core.display.HTML object>"
|
| 314 |
-
]
|
| 315 |
-
},
|
| 316 |
-
"metadata": {},
|
| 317 |
-
"output_type": "display_data"
|
| 318 |
-
},
|
| 319 |
-
{
|
| 320 |
-
"data": {
|
| 321 |
-
"text/html": [],
|
| 322 |
-
"text/plain": [
|
| 323 |
-
"<IPython.core.display.HTML object>"
|
| 324 |
-
]
|
| 325 |
-
},
|
| 326 |
-
"metadata": {},
|
| 327 |
-
"output_type": "display_data"
|
| 328 |
-
}
|
| 329 |
-
],
|
| 330 |
-
"source": [
|
| 331 |
-
"#/export\n",
|
| 332 |
-
"image = gr.inputs.Image(shape=(192,192))\n",
|
| 333 |
-
"label = gr.outputs.Label()\n",
|
| 334 |
-
"title = \"Pet Breed Classifier\"\n",
|
| 335 |
-
"description = \"A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace spaces.\"\n",
|
| 336 |
-
"examples = ['dog.jpeg','cat.jpeg', 'dunno.jpeg']\n",
|
| 337 |
-
"\n",
|
| 338 |
-
"intf = gr.Interface(fn=classify_image, inputs=image, outputs=label,examples=examples)\n",
|
| 339 |
-
"intf.launch(inline=False)"
|
| 340 |
-
]
|
| 341 |
-
}
|
| 342 |
-
],
|
| 343 |
-
"metadata": {
|
| 344 |
-
"kernelspec": {
|
| 345 |
-
"display_name": "Python 3.10.6 ('base')",
|
| 346 |
-
"language": "python",
|
| 347 |
-
"name": "python3"
|
| 348 |
-
},
|
| 349 |
-
"language_info": {
|
| 350 |
-
"codemirror_mode": {
|
| 351 |
-
"name": "ipython",
|
| 352 |
-
"version": 3
|
| 353 |
-
},
|
| 354 |
-
"file_extension": ".py",
|
| 355 |
-
"mimetype": "text/x-python",
|
| 356 |
-
"name": "python",
|
| 357 |
-
"nbconvert_exporter": "python",
|
| 358 |
-
"pygments_lexer": "ipython3",
|
| 359 |
-
"version": "3.10.6"
|
| 360 |
-
},
|
| 361 |
-
"orig_nbformat": 4,
|
| 362 |
-
"vscode": {
|
| 363 |
-
"interpreter": {
|
| 364 |
-
"hash": "de7cb0b1218c3fc8713775238ab21314d73326b1c691e0df13913a336de394b8"
|
| 365 |
-
}
|
| 366 |
-
}
|
| 367 |
-
},
|
| 368 |
-
"nbformat": 4,
|
| 369 |
-
"nbformat_minor": 2
|
| 370 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
app.py
CHANGED
|
@@ -26,7 +26,7 @@ image = gr.inputs.Image(shape=(192,192))
|
|
| 26 |
label = gr.outputs.Label()
|
| 27 |
title = "Pet Breed Classifier"
|
| 28 |
description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace spaces."
|
| 29 |
-
examples = ['dog.jpeg','cat.jpeg'
|
| 30 |
|
| 31 |
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label,examples=examples)
|
| 32 |
intf.launch(inline=False)
|
|
|
|
| 26 |
label = gr.outputs.Label()
|
| 27 |
title = "Pet Breed Classifier"
|
| 28 |
description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace spaces."
|
| 29 |
+
examples = ['dog.jpeg','cat.jpeg']
|
| 30 |
|
| 31 |
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label,examples=examples)
|
| 32 |
intf.launch(inline=False)
|