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fly baby fly

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  1. app.ipynb +176 -153
app.ipynb CHANGED
@@ -2,22 +2,20 @@
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  "cells": [
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  {
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  "cell_type": "code",
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- "execution_count": 1,
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  "metadata": {},
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- "outputs": [
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- {
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- "ename": "ModuleNotFoundError",
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- "evalue": "No module named 'gradio'",
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- "output_type": "error",
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- "traceback": [
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- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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- "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
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- "Cell \u001b[0;32mIn[1], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m#|export\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mfastai\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mvision\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mall\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;241m*\u001b[39m\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mgradio\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mgr\u001b[39;00m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mis_rocky\u001b[39m(x): \u001b[38;5;28;01mreturn\u001b[39;00m x[\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m.\u001b[39misupper()\n",
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- "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'gradio'"
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- ]
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- }
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  "source": [
 
 
 
 
 
 
 
 
 
 
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  "#|export\n",
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  "from fastai.vision.all import *\n",
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  "import gradio as gr\n",
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- "\u001b[?25h Created wheel for pycryptodome: filename=pycryptodome-3.16.0-cp35-abi3-macosx_11_0_arm64.whl size=1532741 sha256=cfb1d46136a9e580af55bae62d364564cd319868f62483eda575f09abd8dd6c1\n",
155
- " Stored in directory: /Users/christoph.schmitz@schibsted.com/Library/Caches/pip/wheels/7a/8a/76/6e5de52adfb0dee5462d54b54a610e9b5215c056d6876ce3ce\n",
156
- " Building wheel for python-multipart (setup.py) ... \u001b[?25ldone\n",
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- "\u001b[?25h Created wheel for python-multipart: filename=python_multipart-0.0.5-py3-none-any.whl size=31670 sha256=705092b4ca635b008df23e58f42871e4acac7ba9b7899e3545afe8ca12995666\n",
158
- " Stored in directory: /Users/christoph.schmitz@schibsted.com/Library/Caches/pip/wheels/1a/70/03/c981b93a16009e0e54f9f16e19fd8e94c5415b805f61fd2a07\n",
159
- "Successfully built ffmpy pycryptodome python-multipart\n",
160
- "Installing collected packages: rfc3986, pydub, ffmpy, websockets, uc-micro-py, python-multipart, pycryptodome, orjson, multidict, mdurl, h11, fsspec, frozenlist, async-timeout, aiofiles, yarl, uvicorn, starlette, markdown-it-py, linkify-it-py, httpcore, aiosignal, mdit-py-plugins, httpx, fastapi, altair, aiohttp, gradio\n",
161
- "Successfully installed aiofiles-22.1.0 aiohttp-3.8.3 aiosignal-1.3.1 altair-4.2.0 async-timeout-4.0.2 fastapi-0.89.1 ffmpy-0.3.0 frozenlist-1.3.3 fsspec-2023.1.0 gradio-3.16.2 h11-0.14.0 httpcore-0.16.3 httpx-0.23.3 linkify-it-py-1.0.3 markdown-it-py-2.1.0 mdit-py-plugins-0.3.3 mdurl-0.1.2 multidict-6.0.4 orjson-3.8.5 pycryptodome-3.16.0 pydub-0.25.1 python-multipart-0.0.5 rfc3986-1.5.0 starlette-0.22.0 uc-micro-py-1.0.1 uvicorn-0.20.0 websockets-10.4 yarl-1.8.2\n"
162
  ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
163
  }
164
  ],
165
  "source": [
166
- "!pip3 install gradio"
167
- ]
168
- },
169
- {
170
- "cell_type": "code",
171
- "execution_count": 6,
172
- "metadata": {},
173
- "outputs": [],
174
- "source": [
175
- "import fastai"
176
  ]
177
- },
178
- {
179
- "cell_type": "code",
180
- "execution_count": null,
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- "metadata": {},
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- "outputs": [],
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- "source": []
184
  }
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  ],
186
  "metadata": {
@@ -199,7 +222,7 @@
199
  "name": "python",
200
  "nbconvert_exporter": "python",
201
  "pygments_lexer": "ipython3",
202
- "version": "3.10.8"
203
  },
204
  "vscode": {
205
  "interpreter": {
 
2
  "cells": [
3
  {
4
  "cell_type": "code",
5
+ "execution_count": 11,
6
  "metadata": {},
7
+ "outputs": [],
 
 
 
 
 
 
 
 
 
 
 
 
8
  "source": [
9
+ "#|default_exp app"
10
+ ]
11
+ },
12
+ {
13
+ "cell_type": "code",
14
+ "execution_count": 12,
15
+ "metadata": {},
16
+ "outputs": [],
17
+ "source": [
18
+ "\n",
19
  "#|export\n",
20
  "from fastai.vision.all import *\n",
21
  "import gradio as gr\n",
 
25
  },
26
  {
27
  "cell_type": "code",
28
+ "execution_count": 16,
29
+ "metadata": {},
30
+ "outputs": [],
31
+ "source": [
32
+ "#|export\n",
33
+ "learn = load_learner('export.pkl')"
34
+ ]
35
+ },
36
+ {
37
+ "cell_type": "code",
38
+ "execution_count": 17,
39
+ "metadata": {},
40
+ "outputs": [],
41
+ "source": [
42
+ "#|export\n",
43
+ "categories = ('Rambo', 'Rocky')\n",
44
+ "\n",
45
+ "def classify_image(img):\n",
46
+ " pred,idx,probs = learn.predict(img)\n",
47
+ " return dict(zip(categories, map(float,probs)))"
48
+ ]
49
+ },
50
+ {
51
+ "cell_type": "code",
52
+ "execution_count": 18,
53
  "metadata": {},
54
  "outputs": [
55
  {
56
+ "name": "stderr",
57
  "output_type": "stream",
58
  "text": [
59
+ "/Users/christoph.schmitz@schibsted.com/.pyenv/versions/anaconda3-2022.05/lib/python3.9/site-packages/gradio/inputs.py:257: UserWarning: Usage of gradio.inputs is deprecated, and will not be supported in the future, please import your component from gradio.components\n",
60
+ " warnings.warn(\n",
61
+ "/Users/christoph.schmitz@schibsted.com/.pyenv/versions/anaconda3-2022.05/lib/python3.9/site-packages/gradio/deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
62
+ " warnings.warn(value)\n",
63
+ "/Users/christoph.schmitz@schibsted.com/.pyenv/versions/anaconda3-2022.05/lib/python3.9/site-packages/gradio/outputs.py:197: UserWarning: Usage of gradio.outputs is deprecated, and will not be supported in the future, please import your components from gradio.components\n",
64
+ " warnings.warn(\n",
65
+ "/Users/christoph.schmitz@schibsted.com/.pyenv/versions/anaconda3-2022.05/lib/python3.9/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
66
+ " warnings.warn(value)\n"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
67
  ]
68
  },
69
  {
70
  "name": "stdout",
71
  "output_type": "stream",
72
  "text": [
73
+ "Running on local URL: http://127.0.0.1:7860\n",
74
+ "\n",
75
+ "To create a public link, set `share=True` in `launch()`.\n"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
76
  ]
77
+ },
78
+ {
79
+ "data": {
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+ "text/plain": []
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+ },
82
+ "execution_count": 18,
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+ "metadata": {},
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+ "output_type": "execute_result"
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+ },
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+ {
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+ "data": {
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+ "text/html": [
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+ "\n",
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+ "<style>\n",
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+ " /* Turns off some styling */\n",
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+ " progress {\n",
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+ " /* gets rid of default border in Firefox and Opera. */\n",
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+ " border: none;\n",
95
+ " /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
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+ " background-size: auto;\n",
97
+ " }\n",
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+ " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
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+ " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
100
+ " }\n",
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+ " .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
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+ " background: #F44336;\n",
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+ " }\n",
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+ "</style>\n"
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+ ],
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+ "text/plain": [
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+ "<IPython.core.display.HTML object>"
108
+ ]
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+ },
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+ "metadata": {},
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+ "output_type": "display_data"
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+ },
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+ {
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+ "data": {
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+ "text/html": [],
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+ "text/plain": [
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+ "<IPython.core.display.HTML object>"
118
+ ]
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+ },
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+ "metadata": {},
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+ "output_type": "display_data"
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+ },
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+ {
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+ "data": {
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+ "text/html": [
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+ "\n",
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+ "<style>\n",
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+ " /* Turns off some styling */\n",
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+ " progress {\n",
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+ " /* gets rid of default border in Firefox and Opera. */\n",
131
+ " border: none;\n",
132
+ " /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
133
+ " background-size: auto;\n",
134
+ " }\n",
135
+ " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
136
+ " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
137
+ " }\n",
138
+ " .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
139
+ " background: #F44336;\n",
140
+ " }\n",
141
+ "</style>\n"
142
+ ],
143
+ "text/plain": [
144
+ "<IPython.core.display.HTML object>"
145
+ ]
146
+ },
147
+ "metadata": {},
148
+ "output_type": "display_data"
149
+ },
150
+ {
151
+ "data": {
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+ "text/html": [],
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+ "text/plain": [
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+ "<IPython.core.display.HTML object>"
155
+ ]
156
+ },
157
+ "metadata": {},
158
+ "output_type": "display_data"
159
+ },
160
+ {
161
+ "data": {
162
+ "text/html": [
163
+ "\n",
164
+ "<style>\n",
165
+ " /* Turns off some styling */\n",
166
+ " progress {\n",
167
+ " /* gets rid of default border in Firefox and Opera. */\n",
168
+ " border: none;\n",
169
+ " /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
170
+ " background-size: auto;\n",
171
+ " }\n",
172
+ " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
173
+ " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n",
174
+ " }\n",
175
+ " .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
176
+ " background: #F44336;\n",
177
+ " }\n",
178
+ "</style>\n"
179
+ ],
180
+ "text/plain": [
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+ "<IPython.core.display.HTML object>"
182
+ ]
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+ },
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+ "metadata": {},
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+ "output_type": "display_data"
186
+ },
187
+ {
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+ "data": {
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+ "text/html": [],
190
+ "text/plain": [
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+ "<IPython.core.display.HTML object>"
192
+ ]
193
+ },
194
+ "metadata": {},
195
+ "output_type": "display_data"
196
  }
197
  ],
198
  "source": [
199
+ "#|export\n",
200
+ "image = gr.inputs.Image(shape=(192, 192))\n",
201
+ "label = gr.outputs.Label()\n",
202
+ "examples = ['rocky.png', 'rambo.png']\n",
203
+ "\n",
204
+ "intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
205
+ "intf.launch(inline=False)"
 
 
 
206
  ]
 
 
 
 
 
 
 
207
  }
208
  ],
209
  "metadata": {
 
222
  "name": "python",
223
  "nbconvert_exporter": "python",
224
  "pygments_lexer": "ipython3",
225
+ "version": "3.9.12"
226
  },
227
  "vscode": {
228
  "interpreter": {