Add App file
Browse files
app.ipynb
CHANGED
@@ -336,134 +336,6 @@
|
|
336 |
"intf.launch(inline=False)"
|
337 |
]
|
338 |
},
|
339 |
-
{
|
340 |
-
"cell_type": "code",
|
341 |
-
"execution_count": 25,
|
342 |
-
"id": "791539a3-9e93-4871-89c2-a49d4014aabb",
|
343 |
-
"metadata": {},
|
344 |
-
"outputs": [
|
345 |
-
{
|
346 |
-
"name": "stdout",
|
347 |
-
"output_type": "stream",
|
348 |
-
"text": [
|
349 |
-
"Defaulting to user installation because normal site-packages is not writeable\n",
|
350 |
-
"Requirement already satisfied: fastai in /home/micky/.local/lib/python3.10/site-packages (2.7.14)\n",
|
351 |
-
"Requirement already satisfied: nbdev in /home/micky/.local/lib/python3.10/site-packages (2.3.13)\n",
|
352 |
-
"Requirement already satisfied: packaging in /home/micky/.local/lib/python3.10/site-packages (from fastai) (23.2)\n",
|
353 |
-
"Requirement already satisfied: matplotlib in /home/micky/.local/lib/python3.10/site-packages (from fastai) (3.8.2)\n",
|
354 |
-
"Requirement already satisfied: fastprogress>=0.2.4 in /home/micky/.local/lib/python3.10/site-packages (from fastai) (1.0.3)\n",
|
355 |
-
"Requirement already satisfied: requests in /home/micky/.local/lib/python3.10/site-packages (from fastai) (2.31.0)\n",
|
356 |
-
"Requirement already satisfied: pillow>=9.0.0 in /home/micky/.local/lib/python3.10/site-packages (from fastai) (10.2.0)\n",
|
357 |
-
"Requirement already satisfied: pip in /usr/lib/python3/dist-packages (from fastai) (22.0.2)\n",
|
358 |
-
"Requirement already satisfied: torchvision>=0.11 in /home/micky/.local/lib/python3.10/site-packages (from fastai) (0.17.0)\n",
|
359 |
-
"Requirement already satisfied: pyyaml in /usr/lib/python3/dist-packages (from fastai) (5.4.1)\n",
|
360 |
-
"Requirement already satisfied: scipy in /home/micky/.local/lib/python3.10/site-packages (from fastai) (1.12.0)\n",
|
361 |
-
"Requirement already satisfied: fastcore<1.6,>=1.5.29 in /home/micky/.local/lib/python3.10/site-packages (from fastai) (1.5.29)\n",
|
362 |
-
"Requirement already satisfied: torch<2.3,>=1.10 in /home/micky/.local/lib/python3.10/site-packages (from fastai) (2.2.0)\n",
|
363 |
-
"Requirement already satisfied: spacy<4 in /home/micky/.local/lib/python3.10/site-packages (from fastai) (3.7.3)\n",
|
364 |
-
"Requirement already satisfied: fastdownload<2,>=0.0.5 in /home/micky/.local/lib/python3.10/site-packages (from fastai) (0.0.7)\n",
|
365 |
-
"Requirement already satisfied: pandas in /home/micky/.local/lib/python3.10/site-packages (from fastai) (2.2.0)\n",
|
366 |
-
"Requirement already satisfied: scikit-learn in /home/micky/.local/lib/python3.10/site-packages (from fastai) (1.4.0)\n",
|
367 |
-
"Requirement already satisfied: ghapi>=1.0.3 in /home/micky/.local/lib/python3.10/site-packages (from nbdev) (1.0.4)\n",
|
368 |
-
"Requirement already satisfied: astunparse in /home/micky/.local/lib/python3.10/site-packages (from nbdev) (1.6.3)\n",
|
369 |
-
"Requirement already satisfied: watchdog in /home/micky/.local/lib/python3.10/site-packages (from nbdev) (4.0.0)\n",
|
370 |
-
"Requirement already satisfied: ipywidgets<=8.0.4 in /home/micky/.local/lib/python3.10/site-packages (from nbdev) (8.0.4)\n",
|
371 |
-
"Requirement already satisfied: asttokens in /home/micky/.local/lib/python3.10/site-packages (from nbdev) (2.4.1)\n",
|
372 |
-
"Requirement already satisfied: execnb>=0.1.4 in /home/micky/.local/lib/python3.10/site-packages (from nbdev) (0.1.5)\n",
|
373 |
-
"Requirement already satisfied: ipython in /home/micky/.local/lib/python3.10/site-packages (from execnb>=0.1.4->nbdev) (8.21.0)\n",
|
374 |
-
"Requirement already satisfied: widgetsnbextension~=4.0 in /home/micky/.local/lib/python3.10/site-packages (from ipywidgets<=8.0.4->nbdev) (4.0.10)\n",
|
375 |
-
"Requirement already satisfied: jupyterlab-widgets~=3.0 in /home/micky/.local/lib/python3.10/site-packages (from ipywidgets<=8.0.4->nbdev) (3.0.10)\n",
|
376 |
-
"Requirement already satisfied: traitlets>=4.3.1 in /home/micky/.local/lib/python3.10/site-packages (from ipywidgets<=8.0.4->nbdev) (5.14.1)\n",
|
377 |
-
"Requirement already satisfied: ipykernel>=4.5.1 in /home/micky/.local/lib/python3.10/site-packages (from ipywidgets<=8.0.4->nbdev) (6.29.2)\n",
|
378 |
-
"Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (2.4.8)\n",
|
379 |
-
"Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.11 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (3.0.12)\n",
|
380 |
-
"Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (4.66.1)\n",
|
381 |
-
"Requirement already satisfied: numpy>=1.19.0 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (1.26.4)\n",
|
382 |
-
"Requirement already satisfied: thinc<8.3.0,>=8.2.2 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (8.2.3)\n",
|
383 |
-
"Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (1.0.10)\n",
|
384 |
-
"Requirement already satisfied: pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (2.6.1)\n",
|
385 |
-
"Requirement already satisfied: setuptools in /usr/lib/python3/dist-packages (from spacy<4->fastai) (59.6.0)\n",
|
386 |
-
"Requirement already satisfied: typer<0.10.0,>=0.3.0 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (0.9.0)\n",
|
387 |
-
"Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (2.0.8)\n",
|
388 |
-
"Requirement already satisfied: smart-open<7.0.0,>=5.2.1 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (6.4.0)\n",
|
389 |
-
"Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (3.3.0)\n",
|
390 |
-
"Requirement already satisfied: jinja2 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (3.1.3)\n",
|
391 |
-
"Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (2.0.10)\n",
|
392 |
-
"Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (3.0.9)\n",
|
393 |
-
"Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (1.0.5)\n",
|
394 |
-
"Requirement already satisfied: wasabi<1.2.0,>=0.9.1 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (1.1.2)\n",
|
395 |
-
"Requirement already satisfied: weasel<0.4.0,>=0.1.0 in /home/micky/.local/lib/python3.10/site-packages (from spacy<4->fastai) (0.3.4)\n",
|
396 |
-
"Requirement already satisfied: urllib3<3,>=1.21.1 in /home/micky/.local/lib/python3.10/site-packages (from requests->fastai) (2.2.0)\n",
|
397 |
-
"Requirement already satisfied: charset-normalizer<4,>=2 in /home/micky/.local/lib/python3.10/site-packages (from requests->fastai) (3.3.2)\n",
|
398 |
-
"Requirement already satisfied: certifi>=2017.4.17 in /home/micky/.local/lib/python3.10/site-packages (from requests->fastai) (2024.2.2)\n",
|
399 |
-
"Requirement already satisfied: idna<4,>=2.5 in /home/micky/.local/lib/python3.10/site-packages (from requests->fastai) (3.6)\n",
|
400 |
-
"Requirement already satisfied: nvidia-nccl-cu12==2.19.3 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (2.19.3)\n",
|
401 |
-
"Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (10.3.2.106)\n",
|
402 |
-
"Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (12.1.105)\n",
|
403 |
-
"Requirement already satisfied: networkx in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (3.2.1)\n",
|
404 |
-
"Requirement already satisfied: sympy in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (1.12)\n",
|
405 |
-
"Requirement already satisfied: typing-extensions>=4.8.0 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (4.9.0)\n",
|
406 |
-
"Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (11.0.2.54)\n",
|
407 |
-
"Requirement already satisfied: triton==2.2.0 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (2.2.0)\n",
|
408 |
-
"Requirement already satisfied: fsspec in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (2024.2.0)\n",
|
409 |
-
"Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (12.1.3.1)\n",
|
410 |
-
"Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (12.1.105)\n",
|
411 |
-
"Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (11.4.5.107)\n",
|
412 |
-
"Requirement already satisfied: nvidia-cudnn-cu12==8.9.2.26 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (8.9.2.26)\n",
|
413 |
-
"Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (12.1.105)\n",
|
414 |
-
"Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (12.1.0.106)\n",
|
415 |
-
"Requirement already satisfied: filelock in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (3.13.1)\n",
|
416 |
-
"Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /home/micky/.local/lib/python3.10/site-packages (from torch<2.3,>=1.10->fastai) (12.1.105)\n",
|
417 |
-
"Requirement already satisfied: nvidia-nvjitlink-cu12 in /home/micky/.local/lib/python3.10/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch<2.3,>=1.10->fastai) (12.3.101)\n",
|
418 |
-
"Requirement already satisfied: six>=1.12.0 in /usr/lib/python3/dist-packages (from asttokens->nbdev) (1.16.0)\n",
|
419 |
-
"Requirement already satisfied: wheel<1.0,>=0.23.0 in /usr/lib/python3/dist-packages (from astunparse->nbdev) (0.37.1)\n",
|
420 |
-
"Requirement already satisfied: fonttools>=4.22.0 in /home/micky/.local/lib/python3.10/site-packages (from matplotlib->fastai) (4.48.1)\n",
|
421 |
-
"Requirement already satisfied: contourpy>=1.0.1 in /home/micky/.local/lib/python3.10/site-packages (from matplotlib->fastai) (1.2.0)\n",
|
422 |
-
"Requirement already satisfied: kiwisolver>=1.3.1 in /home/micky/.local/lib/python3.10/site-packages (from matplotlib->fastai) (1.4.5)\n",
|
423 |
-
"Requirement already satisfied: pyparsing>=2.3.1 in /usr/lib/python3/dist-packages (from matplotlib->fastai) (2.4.7)\n",
|
424 |
-
"Requirement already satisfied: python-dateutil>=2.7 in /home/micky/.local/lib/python3.10/site-packages (from matplotlib->fastai) (2.8.2)\n",
|
425 |
-
"Requirement already satisfied: cycler>=0.10 in /home/micky/.local/lib/python3.10/site-packages (from matplotlib->fastai) (0.12.1)\n",
|
426 |
-
"Requirement already satisfied: pytz>=2020.1 in /home/micky/.local/lib/python3.10/site-packages (from pandas->fastai) (2024.1)\n",
|
427 |
-
"Requirement already satisfied: tzdata>=2022.7 in /home/micky/.local/lib/python3.10/site-packages (from pandas->fastai) (2023.4)\n",
|
428 |
-
"Requirement already satisfied: joblib>=1.2.0 in /home/micky/.local/lib/python3.10/site-packages (from scikit-learn->fastai) (1.3.2)\n",
|
429 |
-
"Requirement already satisfied: threadpoolctl>=2.0.0 in /home/micky/.local/lib/python3.10/site-packages (from scikit-learn->fastai) (3.2.0)\n",
|
430 |
-
"Requirement already satisfied: psutil in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (5.9.8)\n",
|
431 |
-
"Requirement already satisfied: matplotlib-inline>=0.1 in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (0.1.6)\n",
|
432 |
-
"Requirement already satisfied: nest-asyncio in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (1.6.0)\n",
|
433 |
-
"Requirement already satisfied: tornado>=6.1 in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (6.4)\n",
|
434 |
-
"Requirement already satisfied: pyzmq>=24 in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (25.1.2)\n",
|
435 |
-
"Requirement already satisfied: jupyter-client>=6.1.12 in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (8.6.0)\n",
|
436 |
-
"Requirement already satisfied: jupyter-core!=5.0.*,>=4.12 in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (5.7.1)\n",
|
437 |
-
"Requirement already satisfied: comm>=0.1.1 in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (0.2.1)\n",
|
438 |
-
"Requirement already satisfied: debugpy>=1.6.5 in /home/micky/.local/lib/python3.10/site-packages (from ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (1.8.1)\n",
|
439 |
-
"Requirement already satisfied: stack-data in /home/micky/.local/lib/python3.10/site-packages (from ipython->execnb>=0.1.4->nbdev) (0.6.3)\n",
|
440 |
-
"Requirement already satisfied: jedi>=0.16 in /home/micky/.local/lib/python3.10/site-packages (from ipython->execnb>=0.1.4->nbdev) (0.19.1)\n",
|
441 |
-
"Requirement already satisfied: pexpect>4.3 in /home/micky/.local/lib/python3.10/site-packages (from ipython->execnb>=0.1.4->nbdev) (4.9.0)\n",
|
442 |
-
"Requirement already satisfied: prompt-toolkit<3.1.0,>=3.0.41 in /home/micky/.local/lib/python3.10/site-packages (from ipython->execnb>=0.1.4->nbdev) (3.0.43)\n",
|
443 |
-
"Requirement already satisfied: exceptiongroup in /home/micky/.local/lib/python3.10/site-packages (from ipython->execnb>=0.1.4->nbdev) (1.2.0)\n",
|
444 |
-
"Requirement already satisfied: decorator in /home/micky/.local/lib/python3.10/site-packages (from ipython->execnb>=0.1.4->nbdev) (5.1.1)\n",
|
445 |
-
"Requirement already satisfied: pygments>=2.4.0 in /home/micky/.local/lib/python3.10/site-packages (from ipython->execnb>=0.1.4->nbdev) (2.17.2)\n",
|
446 |
-
"Requirement already satisfied: annotated-types>=0.4.0 in /home/micky/.local/lib/python3.10/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<4->fastai) (0.6.0)\n",
|
447 |
-
"Requirement already satisfied: pydantic-core==2.16.2 in /home/micky/.local/lib/python3.10/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<4->fastai) (2.16.2)\n",
|
448 |
-
"Requirement already satisfied: blis<0.8.0,>=0.7.8 in /home/micky/.local/lib/python3.10/site-packages (from thinc<8.3.0,>=8.2.2->spacy<4->fastai) (0.7.11)\n",
|
449 |
-
"Requirement already satisfied: confection<1.0.0,>=0.0.1 in /home/micky/.local/lib/python3.10/site-packages (from thinc<8.3.0,>=8.2.2->spacy<4->fastai) (0.1.4)\n",
|
450 |
-
"Requirement already satisfied: click<9.0.0,>=7.1.1 in /home/micky/.local/lib/python3.10/site-packages (from typer<0.10.0,>=0.3.0->spacy<4->fastai) (8.1.7)\n",
|
451 |
-
"Requirement already satisfied: cloudpathlib<0.17.0,>=0.7.0 in /home/micky/.local/lib/python3.10/site-packages (from weasel<0.4.0,>=0.1.0->spacy<4->fastai) (0.16.0)\n",
|
452 |
-
"Requirement already satisfied: MarkupSafe>=2.0 in /home/micky/.local/lib/python3.10/site-packages (from jinja2->spacy<4->fastai) (2.1.5)\n",
|
453 |
-
"Requirement already satisfied: mpmath>=0.19 in /home/micky/.local/lib/python3.10/site-packages (from sympy->torch<2.3,>=1.10->fastai) (1.3.0)\n",
|
454 |
-
"Requirement already satisfied: parso<0.9.0,>=0.8.3 in /home/micky/.local/lib/python3.10/site-packages (from jedi>=0.16->ipython->execnb>=0.1.4->nbdev) (0.8.3)\n",
|
455 |
-
"Requirement already satisfied: platformdirs>=2.5 in /home/micky/.local/lib/python3.10/site-packages (from jupyter-core!=5.0.*,>=4.12->ipykernel>=4.5.1->ipywidgets<=8.0.4->nbdev) (4.2.0)\n",
|
456 |
-
"Requirement already satisfied: ptyprocess>=0.5 in /home/micky/.local/lib/python3.10/site-packages (from pexpect>4.3->ipython->execnb>=0.1.4->nbdev) (0.7.0)\n",
|
457 |
-
"Requirement already satisfied: wcwidth in /home/micky/.local/lib/python3.10/site-packages (from prompt-toolkit<3.1.0,>=3.0.41->ipython->execnb>=0.1.4->nbdev) (0.2.13)\n",
|
458 |
-
"Requirement already satisfied: executing>=1.2.0 in /home/micky/.local/lib/python3.10/site-packages (from stack-data->ipython->execnb>=0.1.4->nbdev) (2.0.1)\n",
|
459 |
-
"Requirement already satisfied: pure-eval in /home/micky/.local/lib/python3.10/site-packages (from stack-data->ipython->execnb>=0.1.4->nbdev) (0.2.2)\n"
|
460 |
-
]
|
461 |
-
}
|
462 |
-
],
|
463 |
-
"source": [
|
464 |
-
"!pip install --upgrade fastai nbdev"
|
465 |
-
]
|
466 |
-
},
|
467 |
{
|
468 |
"cell_type": "code",
|
469 |
"execution_count": 27,
|
|
|
336 |
"intf.launch(inline=False)"
|
337 |
]
|
338 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
339 |
{
|
340 |
"cell_type": "code",
|
341 |
"execution_count": 27,
|
app.py
CHANGED
@@ -1,28 +1,7 @@
|
|
1 |
-
# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
|
2 |
-
|
3 |
-
# %% auto 0
|
4 |
-
__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
|
5 |
-
|
6 |
-
# %% app.ipynb 1
|
7 |
-
from fastai.vision.all import *
|
8 |
import gradio as gr
|
9 |
|
10 |
-
def
|
11 |
-
|
12 |
-
# %% app.ipynb 3
|
13 |
-
learn = load_learner("model.pkl")
|
14 |
-
|
15 |
-
# %% app.ipynb 5
|
16 |
-
categories = ("Dog", "Cat")
|
17 |
-
|
18 |
-
def classify_image(img):
|
19 |
-
pred, idx, probs = learn.predict(img)
|
20 |
-
return dict(zip(categories, map(float, probs)))
|
21 |
-
|
22 |
-
# %% app.ipynb 7
|
23 |
-
image = gr.Image(width="192px", height="192px")
|
24 |
-
label = gr.Label()
|
25 |
-
examples = ["dog.jpeg", "cat.jpeg", "dunno.jpg"]
|
26 |
|
27 |
-
|
28 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
|
3 |
+
def greet(name):
|
4 |
+
return "Hello " + name + "!!"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
|
6 |
+
iface = gr.Interface(fn=greet, inputs="text", outputs="text")
|
7 |
+
iface.launch()
|