Spaces:
Runtime error
Runtime error
Oleh Hnashuk
commited on
Commit
•
814ade9
1
Parent(s):
7d5e272
gradio app
Browse files- .gitattributes +2 -0
- .ipynb_checkpoints/app-checkpoint.ipynb +111 -0
- app-sample.py +7 -0
- app.ipynb +313 -0
- app.py +23 -4
- flagged/img/tmpn_vj79gf.jpg +3 -0
- flagged/log.csv +2 -0
- flagged/output/tmp6_fevvx2.json +1 -0
- model.pk1 +3 -0
- money.jpg +3 -0
- ocean.jpg +3 -0
- space.jpg +3 -0
.gitattributes
CHANGED
@@ -32,3 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.pk1 filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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.ipynb_checkpoints/app-checkpoint.ipynb
ADDED
@@ -0,0 +1,111 @@
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "b0b5e6d7",
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"metadata": {},
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"outputs": [],
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"source": [
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"#|default_exp app"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "894a6707",
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"metadata": {},
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"outputs": [],
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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"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "d9019a15",
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"metadata": {},
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"outputs": [],
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"source": [
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"#|export \n",
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"\n",
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"categories = ('ocean', 'space', 'money')\n",
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"\n",
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"def classify_image(img):\n",
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" pred, idx, probs = learn.predict(img)\n",
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" return dict(zip(categories, map(float, probs)))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "d04d8882",
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"metadata": {},
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"outputs": [
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{
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"ename": "NameError",
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"evalue": "name 'learn' is not defined",
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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;31mNameError\u001b[0m Traceback (most recent call last)",
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"Cell \u001b[0;32mIn[3], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m im \u001b[38;5;241m=\u001b[39m PILImage\u001b[38;5;241m.\u001b[39mcreate(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mocean.jpg\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m----> 2\u001b[0m \u001b[43mclassify_image\u001b[49m\u001b[43m(\u001b[49m\u001b[43mim\u001b[49m\u001b[43m)\u001b[49m\n",
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"Cell \u001b[0;32mIn[2], line 6\u001b[0m, in \u001b[0;36mclassify_image\u001b[0;34m(img)\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mclassify_image\u001b[39m(img):\n\u001b[0;32m----> 6\u001b[0m pred, idx, probs \u001b[38;5;241m=\u001b[39m \u001b[43mlearn\u001b[49m\u001b[38;5;241m.\u001b[39mpredict(img)\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mdict\u001b[39m(\u001b[38;5;28mzip\u001b[39m(categories, \u001b[38;5;28mmap\u001b[39m(\u001b[38;5;28mfloat\u001b[39m, probs)))\n",
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"\u001b[0;31mNameError\u001b[0m: name 'learn' is not defined"
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]
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}
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],
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"source": [
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"im = PILImage.create('ocean.jpg')\n",
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"classify_image(im)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "bbef2af6",
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"metadata": {},
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"outputs": [],
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"source": [
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"#|export\n",
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"image = gr.inputs.Image(shape=(192,192))\n",
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"label = gr.outputs.Label()\n",
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"examples = ['ocean.jpg', 'space.jpg', 'money.jpg']\n",
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"\n",
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"intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
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"intf.launch(inline=False)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "c0c533db",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.8.13"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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app-sample.py
ADDED
@@ -0,0 +1,7 @@
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import gradio as gr
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def greet(name):
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return "Hello " + name + "!!"
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iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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iface.launch()
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app.ipynb
ADDED
@@ -0,0 +1,313 @@
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 12,
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"id": "b0b5e6d7",
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"metadata": {},
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"outputs": [],
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"source": [
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"#|default_exp app"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"id": "894a6707",
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"metadata": {},
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"outputs": [],
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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"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "3308043c",
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"metadata": {},
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"outputs": [],
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"source": [
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"#|export\n",
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"learn = load_learner('model.pk1')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"id": "d9019a15",
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"metadata": {},
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"outputs": [],
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"source": [
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"#|export \n",
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"\n",
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"categories = ('ocean', 'space', 'money')\n",
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"\n",
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"def classify_image(img):\n",
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" pred, idx, probs = learn.predict(img)\n",
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" return dict(zip(categories, map(float, probs)))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"id": "d04d8882",
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"metadata": {},
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"outputs": [
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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",
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" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
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" background-size: auto;\n",
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" }\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",
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" }\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>"
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]
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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>"
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]
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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/plain": [
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"{'ocean': 5.39313214176218e-06,\n",
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" 'space': 0.9999582767486572,\n",
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" 'money': 3.6335437471279874e-05}"
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]
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},
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"execution_count": 6,
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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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"source": [
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"im = PILImage.create('ocean.jpg')\n",
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"classify_image(im)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"id": "bbef2af6",
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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"text": [
|
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+
"/Users/oleh.hnashukschibsted.com/.pyenv/versions/3.8.13/lib/python3.8/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",
|
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+
" warnings.warn(\n",
|
125 |
+
"/Users/oleh.hnashukschibsted.com/.pyenv/versions/3.8.13/lib/python3.8/site-packages/gradio/deprecation.py:40: UserWarning: `optional` parameter is deprecated, and it has no effect\n",
|
126 |
+
" warnings.warn(value)\n",
|
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+
"/Users/oleh.hnashukschibsted.com/.pyenv/versions/3.8.13/lib/python3.8/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",
|
128 |
+
" warnings.warn(\n",
|
129 |
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"/Users/oleh.hnashukschibsted.com/.pyenv/versions/3.8.13/lib/python3.8/site-packages/gradio/deprecation.py:40: UserWarning: The 'type' parameter has been deprecated. Use the Number component instead.\n",
|
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" warnings.warn(value)\n"
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Running on local URL: http://127.0.0.1:7860\n",
|
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"\n",
|
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+
"To create a public link, set `share=True` in `launch()`.\n"
|
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]
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},
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{
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"data": {
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"execution_count": 10,
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"metadata": {},
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"output_type": "execute_result"
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{
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"data": {
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"text/html": [
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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",
|
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" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
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" background-size: auto;\n",
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" progress:not([value]), progress:not([value])::-webkit-progress-bar {\n",
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"</style>\n"
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"text/plain": [
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"metadata": {},
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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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"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",
|
195 |
+
" border: none;\n",
|
196 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
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+
" background-size: auto;\n",
|
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+
" }\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",
|
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" .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n",
|
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|
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"</style>\n"
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|
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"text/plain": [
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"metadata": {},
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{
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"data": {
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"text/html": [],
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|
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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",
|
231 |
+
" /* gets rid of default border in Firefox and Opera. */\n",
|
232 |
+
" border: none;\n",
|
233 |
+
" /* Needs to be in here for Safari polyfill so background images work as expected. */\n",
|
234 |
+
" background-size: auto;\n",
|
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+
" }\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",
|
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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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|
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"text/plain": [
|
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"<IPython.core.display.HTML object>"
|
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|
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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>"
|
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|
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+
},
|
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+
"metadata": {},
|
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+
"output_type": "display_data"
|
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+
}
|
261 |
+
],
|
262 |
+
"source": [
|
263 |
+
"#|export\n",
|
264 |
+
"image = gr.inputs.Image(shape=(192,192))\n",
|
265 |
+
"label = gr.outputs.Label()\n",
|
266 |
+
"examples = ['ocean.jpg', 'space.jpg', 'money.jpg']\n",
|
267 |
+
"\n",
|
268 |
+
"intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)\n",
|
269 |
+
"intf.launch(inline=False)"
|
270 |
+
]
|
271 |
+
},
|
272 |
+
{
|
273 |
+
"cell_type": "code",
|
274 |
+
"execution_count": 14,
|
275 |
+
"id": "c0c533db",
|
276 |
+
"metadata": {},
|
277 |
+
"outputs": [],
|
278 |
+
"source": [
|
279 |
+
"import nbdev\n",
|
280 |
+
"nbdev.export.nb_export('app.ipynb', 'app')"
|
281 |
+
]
|
282 |
+
},
|
283 |
+
{
|
284 |
+
"cell_type": "code",
|
285 |
+
"execution_count": null,
|
286 |
+
"id": "c28672b0",
|
287 |
+
"metadata": {},
|
288 |
+
"outputs": [],
|
289 |
+
"source": []
|
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+
}
|
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+
],
|
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+
"metadata": {
|
293 |
+
"kernelspec": {
|
294 |
+
"display_name": "Python 3 (ipykernel)",
|
295 |
+
"language": "python",
|
296 |
+
"name": "python3"
|
297 |
+
},
|
298 |
+
"language_info": {
|
299 |
+
"codemirror_mode": {
|
300 |
+
"name": "ipython",
|
301 |
+
"version": 3
|
302 |
+
},
|
303 |
+
"file_extension": ".py",
|
304 |
+
"mimetype": "text/x-python",
|
305 |
+
"name": "python",
|
306 |
+
"nbconvert_exporter": "python",
|
307 |
+
"pygments_lexer": "ipython3",
|
308 |
+
"version": "3.8.13"
|
309 |
+
}
|
310 |
+
},
|
311 |
+
"nbformat": 4,
|
312 |
+
"nbformat_minor": 5
|
313 |
+
}
|
app.py
CHANGED
@@ -1,7 +1,26 @@
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import gradio as gr
|
2 |
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-
|
4 |
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|
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+
# AUTOGENERATED! DO NOT EDIT! File to edit: ../app.ipynb.
|
2 |
+
|
3 |
+
# %% auto 0
|
4 |
+
__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
|
5 |
+
|
6 |
+
# %% ../app.ipynb 1
|
7 |
+
from fastai.vision.all import *
|
8 |
import gradio as gr
|
9 |
|
10 |
+
# %% ../app.ipynb 2
|
11 |
+
learn = load_learner('model.pk1')
|
12 |
+
|
13 |
+
# %% ../app.ipynb 3
|
14 |
+
categories = ('ocean', 'space', 'money')
|
15 |
+
|
16 |
+
def classify_image(img):
|
17 |
+
pred, idx, probs = learn.predict(img)
|
18 |
+
return dict(zip(categories, map(float, probs)))
|
19 |
+
|
20 |
+
# %% ../app.ipynb 5
|
21 |
+
image = gr.inputs.Image(shape=(192,192))
|
22 |
+
label = gr.outputs.Label()
|
23 |
+
examples = ['ocean.jpg', 'space.jpg', 'money.jpg']
|
24 |
|
25 |
+
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
|
26 |
+
intf.launch(inline=False)
|
flagged/img/tmpn_vj79gf.jpg
ADDED
![]() |
Git LFS Details
|
flagged/log.csv
ADDED
@@ -0,0 +1,2 @@
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|
1 |
+
img,output,flag,username,timestamp
|
2 |
+
/Users/oleh.hnashukschibsted.com/Developer/ai-academy/flagged/img/tmpn_vj79gf.jpg,/Users/oleh.hnashukschibsted.com/Developer/ai-academy/flagged/output/tmp6_fevvx2.json,,,2023-01-26 17:44:57.905355
|
flagged/output/tmp6_fevvx2.json
ADDED
@@ -0,0 +1 @@
|
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|
|
|
1 |
+
{"label": "ocean", "confidences": [{"label": "ocean", "confidence": 0.9999922513961792}, {"label": "space", "confidence": 4.0672466639080085e-06}, {"label": "money", "confidence": 3.702712092490401e-06}]}
|
model.pk1
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c397fb6984c96890e13718ebd9f62f19553c56b7f2cdd6b5d861b7df89461a0c
|
3 |
+
size 46958063
|
money.jpg
ADDED
![]() |
Git LFS Details
|
ocean.jpg
ADDED
![]() |
Git LFS Details
|
space.jpg
ADDED
![]() |
Git LFS Details
|