Skip to content

Commit f0d3871

Browse files
FrankEscobarFrankEscobar
authored
Add files via upload
0 parents  commit f0d3871

File tree

1 file changed

+217
-0
lines changed

1 file changed

+217
-0
lines changed

‎PerroMapacheGatoCocheDeploy.ipynb‎

Lines changed: 217 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,217 @@
1+
{
2+
"cells": [
3+
{
4+
"cell_type": "code",
5+
"execution_count": 61,
6+
"id": "happy-remedy",
7+
"metadata": {},
8+
"outputs": [
9+
{
10+
"name": "stdout",
11+
"output_type": "stream",
12+
"text": [
13+
"Requirement already satisfied: voila in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (0.2.7)\n",
14+
"Requirement already satisfied: nbclient<0.6,>=0.4.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from voila) (0.5.2)\n",
15+
"Requirement already satisfied: jupyter-client<7,>=6.1.3 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from voila) (6.1.7)\n",
16+
"Requirement already satisfied: jupyter-server<2.0.0,>=0.3.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from voila) (1.4.0)\n",
17+
"Requirement already satisfied: nbconvert<7,>=6.0.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from voila) (6.0.7)\n",
18+
"Requirement already satisfied: jupyter-core>=4.6.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-client<7,>=6.1.3->voila) (4.7.1)\n",
19+
"Requirement already satisfied: python-dateutil>=2.1 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-client<7,>=6.1.3->voila) (2.8.1)\n",
20+
"Requirement already satisfied: pyzmq>=13 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-client<7,>=6.1.3->voila) (20.0.0)\n",
21+
"Requirement already satisfied: tornado>=4.1 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-client<7,>=6.1.3->voila) (6.1)\n",
22+
"Requirement already satisfied: traitlets in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-client<7,>=6.1.3->voila) (5.0.5)\n",
23+
"Requirement already satisfied: pywin32>=1.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-core>=4.6.0->jupyter-client<7,>=6.1.3->voila) (227)\n",
24+
"Requirement already satisfied: nbformat in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-server<2.0.0,>=0.3.0->voila) (5.1.2)\n",
25+
"Requirement already satisfied: Send2Trash in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-server<2.0.0,>=0.3.0->voila) (1.5.0)\n",
26+
"Requirement already satisfied: anyio>=2.0.2 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-server<2.0.0,>=0.3.0->voila) (2.1.0)\n",
27+
"Requirement already satisfied: prometheus-client in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-server<2.0.0,>=0.3.0->voila) (0.9.0)\n",
28+
"Requirement already satisfied: ipython-genutils in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-server<2.0.0,>=0.3.0->voila) (0.2.0)\n",
29+
"Requirement already satisfied: jinja2 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-server<2.0.0,>=0.3.0->voila) (2.11.3)\n",
30+
"Requirement already satisfied: terminado>=0.8.3 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jupyter-server<2.0.0,>=0.3.0->voila) (0.9.2)\n",
31+
"Requirement already satisfied: typing-extensions in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from anyio>=2.0.2->jupyter-server<2.0.0,>=0.3.0->voila) (3.7.4.3)\n",
32+
"Requirement already satisfied: sniffio>=1.1 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from anyio>=2.0.2->jupyter-server<2.0.0,>=0.3.0->voila) (1.2.0)\n",
33+
"Requirement already satisfied: idna>=2.8 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from anyio>=2.0.2->jupyter-server<2.0.0,>=0.3.0->voila) (2.10)\n",
34+
"Requirement already satisfied: async-generator in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbclient<0.6,>=0.4.0->voila) (1.10)\n",
35+
"Requirement already satisfied: nest-asyncio in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbclient<0.6,>=0.4.0->voila) (1.5.1)\n",
36+
"Requirement already satisfied: testpath in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (0.4.4)\n",
37+
"Requirement already satisfied: jupyterlab-pygments in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (0.1.2)\n",
38+
"Requirement already satisfied: bleach in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (3.3.0)\n",
39+
"Requirement already satisfied: entrypoints>=0.2.2 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (0.3)\n",
40+
"Requirement already satisfied: mistune<2,>=0.8.1 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (0.8.4)\n",
41+
"Requirement already satisfied: defusedxml in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (0.6.0)\n",
42+
"Requirement already satisfied: pandocfilters>=1.4.1 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (1.4.3)\n",
43+
"Requirement already satisfied: pygments>=2.4.1 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbconvert<7,>=6.0.0->voila) (2.7.4)\n",
44+
"Requirement already satisfied: MarkupSafe>=0.23 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jinja2->jupyter-server<2.0.0,>=0.3.0->voila) (1.1.1)\n",
45+
"Requirement already satisfied: jsonschema!=2.5.0,>=2.4 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from nbformat->jupyter-server<2.0.0,>=0.3.0->voila) (3.0.2)\n",
46+
"Requirement already satisfied: pyrsistent>=0.14.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jsonschema!=2.5.0,>=2.4->nbformat->jupyter-server<2.0.0,>=0.3.0->voila) (0.17.3)\n",
47+
"Requirement already satisfied: setuptools in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jsonschema!=2.5.0,>=2.4->nbformat->jupyter-server<2.0.0,>=0.3.0->voila) (52.0.0.post20210125)\n",
48+
"Requirement already satisfied: six>=1.11.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jsonschema!=2.5.0,>=2.4->nbformat->jupyter-server<2.0.0,>=0.3.0->voila) (1.15.0)\n",
49+
"Requirement already satisfied: attrs>=17.4.0 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from jsonschema!=2.5.0,>=2.4->nbformat->jupyter-server<2.0.0,>=0.3.0->voila) (20.3.0)\n",
50+
"Requirement already satisfied: pywinpty>=0.5 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from terminado>=0.8.3->jupyter-server<2.0.0,>=0.3.0->voila) (0.5.7)\n",
51+
"Requirement already satisfied: webencodings in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from bleach->nbconvert<7,>=6.0.0->voila) (0.5.1)\n",
52+
"Requirement already satisfied: packaging in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from bleach->nbconvert<7,>=6.0.0->voila) (20.9)\n",
53+
"Requirement already satisfied: pyparsing>=2.0.2 in c:\\users\\victor\\.conda\\envs\\fastai\\lib\\site-packages (from packaging->bleach->nbconvert<7,>=6.0.0->voila) (2.4.7)\n"
54+
]
55+
},
56+
{
57+
"name": "stderr",
58+
"output_type": "stream",
59+
"text": [
60+
"Enabling: voila\n",
61+
"- Writing config: C:\\Users\\Victor\\.conda\\envs\\FastAI\\etc\\jupyter\n",
62+
" - Validating...\n",
63+
" voila 0.2.7 ok\n"
64+
]
65+
}
66+
],
67+
"source": [
68+
"!pip install voila\n",
69+
"!jupyter serverextension enable --sys-prefix voila\n",
70+
"import fastbook\n",
71+
"fastbook.setup_book()\n",
72+
"from fastbook import *\n",
73+
"from fastai.vision.widgets import *\n",
74+
"from fastai import *"
75+
]
76+
},
77+
{
78+
"cell_type": "code",
79+
"execution_count": 42,
80+
"id": "front-independence",
81+
"metadata": {},
82+
"outputs": [
83+
{
84+
"data": {
85+
"text/plain": [
86+
"<fastai.learner.Learner at 0x25304955b08>"
87+
]
88+
},
89+
"execution_count": 42,
90+
"metadata": {},
91+
"output_type": "execute_result"
92+
}
93+
],
94+
"source": [
95+
"learn_inf = load_learner('./export.pkl')\n",
96+
"learn_inf"
97+
]
98+
},
99+
{
100+
"cell_type": "code",
101+
"execution_count": 58,
102+
"id": "potential-poetry",
103+
"metadata": {},
104+
"outputs": [
105+
{
106+
"data": {
107+
"application/vnd.jupyter.widget-view+json": {
108+
"model_id": "a46c0541b0f741ebbb725e007329717e",
109+
"version_major": 2,
110+
"version_minor": 0
111+
},
112+
"text/plain": [
113+
"FileUpload(value={}, description='Upload')"
114+
]
115+
},
116+
"metadata": {},
117+
"output_type": "display_data"
118+
}
119+
],
120+
"source": [
121+
"from fastai import *\n",
122+
"btn_upload = vision.widgets.FileUpload()\n",
123+
"out_pl = vision.widgets.Output()\n",
124+
"btn_run = vision.widgets.Button(description='Clasificar')\n",
125+
"lbl_prediction_a = widgets.Label()\n",
126+
"lbl_prediction_b = widgets.Label()\n",
127+
"btn_upload"
128+
]
129+
},
130+
{
131+
"cell_type": "code",
132+
"execution_count": 48,
133+
"id": "infrared-treasury",
134+
"metadata": {},
135+
"outputs": [],
136+
"source": [
137+
"\n",
138+
"def on_click_classify(change):\n",
139+
" img = PILImage.create(btn_upload.data[0])\n",
140+
" out_pl.clear_output()\n",
141+
" with out_pl: display(img.to_thumb(128,128))\n",
142+
" res_category,res_idx,res_probs = learn_inf.predict(img)\n",
143+
" lbl_prediction_a.value = f'Predicción: {res_category}, probabilidad: {(res_probs[res_idx]*100.0):.02f}%' \n",
144+
" lbl_prediction_b.value = f'Coche: {(res_probs[0]*100.0):.02f}% '\n",
145+
" lbl_prediction_b.value += f'Estafa: {(res_probs[1]*100.0):.02f}% '\n",
146+
" lbl_prediction_b.value += f'Gato: {(res_probs[2]*100.0):.02f}% '\n",
147+
" lbl_prediction_b.value += f'Mapache: {(res_probs[3]*100.0):.02f}% '\n",
148+
" lbl_prediction_b.value += f'Perro: {(res_probs[4]*100.0):.02f}% ' \n",
149+
"btn_run.on_click(on_click_classify)"
150+
]
151+
},
152+
{
153+
"cell_type": "code",
154+
"execution_count": 50,
155+
"id": "allied-people",
156+
"metadata": {},
157+
"outputs": [
158+
{
159+
"name": "stdout",
160+
"output_type": "stream",
161+
"text": [
162+
"FileUpload(value={}, description='Upload')\n",
163+
"Button(description='Clasificar', style=ButtonStyle())\n",
164+
"Output()\n",
165+
"Label(value='')\n",
166+
"Label(value='')\n"
167+
]
168+
},
169+
{
170+
"data": {
171+
"application/vnd.jupyter.widget-view+json": {
172+
"model_id": "83695b40705242b6803bf11b55dc7355",
173+
"version_major": 2,
174+
"version_minor": 0
175+
},
176+
"text/plain": [
177+
"VBox(children=(Label(value='Selecciona tu cosa'), FileUpload(value={}, description='Upload'), Button(descripti…"
178+
]
179+
},
180+
"metadata": {},
181+
"output_type": "display_data"
182+
}
183+
],
184+
"source": [
185+
"#hide_output\n",
186+
"print(btn_upload)\n",
187+
"print(btn_run)\n",
188+
"print(out_pl)\n",
189+
"print(lbl_prediction_a)\n",
190+
"print(lbl_prediction_b)\n",
191+
"VBox([widgets.Label('Selecciona tu cosa'), \n",
192+
" btn_upload, btn_run, out_pl, lbl_prediction_a,lbl_prediction_b])"
193+
]
194+
}
195+
],
196+
"metadata": {
197+
"kernelspec": {
198+
"display_name": "Python 3",
199+
"language": "python",
200+
"name": "python3"
201+
},
202+
"language_info": {
203+
"codemirror_mode": {
204+
"name": "ipython",
205+
"version": 3
206+
},
207+
"file_extension": ".py",
208+
"mimetype": "text/x-python",
209+
"name": "python",
210+
"nbconvert_exporter": "python",
211+
"pygments_lexer": "ipython3",
212+
"version": "3.7.9"
213+
}
214+
},
215+
"nbformat": 4,
216+
"nbformat_minor": 5
217+
}

0 commit comments

Comments
 (0)