clean project directory

app.ipynb

@@ -44,32 +44,6 @@
         "    item_tfms=Resize(192, method='squish'))"
       ]
     },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "id": "c107f724",
-      "metadata": {
-        "id": "c107f724",
-        "outputId": "9fff9f32-b206-4a2f-99cf-e12b8090da81"
-      },
-      "outputs": [
-        {
-          "data": {
-            "text/plain": [
-              "<fastai.learner.Learner at 0x34dfe60f0>"
-            ]
-          },
-          "execution_count": 23,
-          "metadata": {},
-          "output_type": "execute_result"
-        }
-      ],
-      "source": [
-        "# learn = vision_learner(dls, resnet18, metrics=error_rate)\n",
-        "# learn.load('weights')\n",
-        "# learn.fine_tune(3)"
-      ]
-    },
     {
       "cell_type": "code",
       "execution_count": 31,
@@ -223,6 +197,7 @@
         }
       ],
       "source": [
+        "# train learner\n",
         "# learn = vision_learner(dls, resnet18, metrics=error_rate).to_fp16()\n",
         "# learn.fine_tune(3)"
       ]
@@ -236,9 +211,8 @@
       },
       "outputs": [],
       "source": [
-        "# testing how to export model as pkl or model weights as pth\n",
-        "# learn.export('model.pkl')\n",
-        "# learn.save('weights')"
+        "# export learner to load into app\n",
+        "# learn.export('model.pkl')"
       ]
     },
     {
@@ -370,7 +344,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 37,
       "id": "0518a30a",
       "metadata": {
         "id": "0518a30a",
@@ -381,8 +355,31 @@
           "name": "stdout",
           "output_type": "stream",
           "text": [
-            "* Running on local URL:  http://127.0.0.1:7861\n"
+            "* Running on local URL:  http://127.0.0.1:7861\n",
+            "* Running on public URL: https://c9cc1410b9511ce701.gradio.live\n",
+            "\n",
+            "This share link expires in 1 week. For free permanent hosting and GPU upgrades, run `gradio deploy` from the terminal in the working directory to deploy to Hugging Face Spaces (https://huggingface.co/spaces)\n"
           ]
+        },
+        {
+          "data": {
+            "text/html": [
+              "<div><iframe src=\"https://c9cc1410b9511ce701.gradio.live\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+            ],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "text/plain": []
+          },
+          "execution_count": 37,
+          "metadata": {},
+          "output_type": "execute_result"
         }
       ],
       "source": [
@@ -400,7 +397,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 26,
+      "execution_count": 38,
       "id": "0d1e90ce",
       "metadata": {
         "id": "0d1e90ce"
@@ -412,7 +409,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 27,
+      "execution_count": 39,
       "id": "82774c08",
       "metadata": {
         "id": "82774c08"
@@ -424,6 +421,26 @@
           "text": [
             "Export successful\n"
           ]
+        },
+        {
+          "data": {
+            "text/html": [],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "text/html": [],
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
         }
       ],
       "source": [

models/weights.pth

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:0a978c050fd8de68a88c58b90ca7cebf7c0c4fc40fd82304a6f9a49a7c085633
-size 140592546