chore: new app

app.py

@@ -7,6 +7,7 @@ __all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_brok
 from fastai.vision.all import *
 import gradio as gr
 import pathlib
+import timm
 
 def is_broken(x): return x[0].isupper()
 

broken_windows.ipynb

@@ -766,7 +766,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 42,
    "id": "350cbdfd-3376-4a3b-9c56-a0e761e9d40f",
    "metadata": {},
    "outputs": [],
@@ -776,7 +776,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 68,
    "id": "83e6d420-50a9-440f-a176-62ae5c84c9e2",
    "metadata": {},
    "outputs": [],
@@ -784,24 +784,43 @@
     "#|export\n",
     "from fastai.vision.all import *\n",
     "import gradio as gr\n",
+    "import pathlib\n",
     "\n",
     "def is_broken(x): return x[0].isupper()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 69,
+   "id": "9300406a-6a11-434c-92e9-ffadb656a696",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#|export\n",
+    "def load_posix_learner(path):\n",
+    "    save = pathlib.PosixPath\n",
+    "    pathlib.PosixPath = pathlib.WindowsPath\n",
+    "    \n",
+    "    learn = load_learner(path)\n",
+    "    \n",
+    "    pathlib.PosixPath = save\n",
+    "    return learn"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
    "id": "c8348e8a-596f-4048-963d-5e9a22f7b8c8",
    "metadata": {},
    "outputs": [],
    "source": [
     "#|export\n",
-    "learn = load_learner('model.pkl')"
+    "learn = load_posix_learner('model.pkl')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 71,
    "id": "226796e5-f291-43e6-959b-33f5f1576f9e",
    "metadata": {},
    "outputs": [],
@@ -816,7 +835,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 72,
    "id": "bf76799e-8eaa-4842-b0aa-128cfd0f2e5a",
    "metadata": {},
    "outputs": [
@@ -824,7 +843,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Running on local URL:  http://127.0.0.1:7864\n",
+      "Running on local URL:  http://127.0.0.1:7868\n",
       "\n",
       "To create a public link, set `share=True` in `launch()`.\n"
      ]
@@ -833,9 +852,82 @@
      "data": {
       "text/plain": []
      },
-     "execution_count": 34,
+     "execution_count": 72,
      "metadata": {},
      "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#|export\n",
+    "image = gr.Image()\n",
+    "label = gr.Label()\n",
+    "examples = ['odd_broken_window.jpg', 'broken_window.jpg', \"window_error.jpg\"]\n",
+    "\n",
+    "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
+    "intf.launch(inline=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "id": "12bfec97-5699-4fe8-ba7b-3a73fb09737f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import nbdev"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "id": "2bdbc123-fda4-4311-9056-f72924770cdc",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nbdev.export.nb_export('broken_windows.ipynb', 'app')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "id": "888be7c9-7cec-4dc9-89b9-01608676eac6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\u001b[1;31mSignature:\u001b[0m\n",
+       " \u001b[0mnbdev\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexport\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mnb_export\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mnbname\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mlib_path\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mprocs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mdebug\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mFalse\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mmod_maker\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;33m<\u001b[0m\u001b[1;32mclass\u001b[0m \u001b[1;34m'nbdev.maker.ModuleMaker'\u001b[0m\u001b[1;33m>\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mname\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+       "\u001b[1;31mSource:\u001b[0m   \n",
+       "\u001b[1;32mdef\u001b[0m \u001b[0mnb_export\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnbname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlib_path\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mprocs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdebug\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mFalse\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmod_maker\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mModuleMaker\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[1;34m\"Create module(s) from notebook\"\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[1;32mif\u001b[0m \u001b[0mlib_path\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mlib_path\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mget_config\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlib_path\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mexp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mExportModuleProc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mnb\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mNBProcessor\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnbname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mexp\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m+\u001b[0m\u001b[0mL\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mprocs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdebug\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mdebug\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[0mnb\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprocess\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m    \u001b[1;32mfor\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mcells\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mexp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmodules\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m        \u001b[0mall_cells\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mexp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0min_all\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mmod\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m        \u001b[0mnm\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mifnone\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mexp\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'default_exp'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m==\u001b[0m\u001b[1;34m'#'\u001b[0m \u001b[1;32melse\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m        \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mnm\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m            \u001b[0mwarn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33mf\"\u001b[0m\u001b[1;33mNotebook '\u001b[0m\u001b[1;33m{\u001b[0m\u001b[0mnbname\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m' uses `#|export` without `#|default_exp` cell.\\n\u001b[0m\u001b[1;33m\"\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m                 \u001b[1;34m\"Note nbdev2 no longer supports nbdev1 syntax. Run `nbdev_migrate` to upgrade.\\n\"\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m                 \u001b[1;34m\"See https://nbdev.fast.ai/getting_started.html for more information.\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m            \u001b[1;32mreturn\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m        \u001b[0mmm\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmod_maker\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdest\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mlib_path\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mnm\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnb_path\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mnbname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mis_new\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mbool\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mor\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m==\u001b[0m\u001b[1;34m'#'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\n",
+       "\u001b[0m        \u001b[0mmm\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmake\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcells\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mall_cells\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlib_path\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mlib_path\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
+       "\u001b[1;31mFile:\u001b[0m      c:\\users\\bimicon\\appdata\\local\\programs\\python\\python312\\lib\\site-packages\\nbdev\\export.py\n",
+       "\u001b[1;31mType:\u001b[0m      function"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     },
     {
      "data": {
@@ -876,33 +968,7 @@
     }
    ],
    "source": [
-    "#|export\n",
-    "image = gr.Image()\n",
-    "label = gr.Label()\n",
-    "examples = ['odd_broken_window.jpg', 'broken_window.jpg', \"window_error.jpg\"]\n",
-    "\n",
-    "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
-    "intf.launch(inline=False)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "12bfec97-5699-4fe8-ba7b-3a73fb09737f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import nbdev"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "id": "2bdbc123-fda4-4311-9056-f72924770cdc",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "nbdev.export.nb_export('broken_windows.ipynb', 'app')"
+    "?? nbdev.export.nb_export\n"
    ]
   }
  ],

requirements.txt

@@ -1 +1,2 @@
-fastai
+fastai
+timm