try2

.idea/.gitignore

@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,107 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyListCreationInspection" enabled="false" level="WEAK WARNING" enabled_by_default="false" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="68">
+            <item index="0" class="java.lang.String" itemvalue="numpy" />
+            <item index="1" class="java.lang.String" itemvalue="torch-scatter" />
+            <item index="2" class="java.lang.String" itemvalue="google-colab" />
+            <item index="3" class="java.lang.String" itemvalue="xkit" />
+            <item index="4" class="java.lang.String" itemvalue="psycopg2" />
+            <item index="5" class="java.lang.String" itemvalue="torch-cluster" />
+            <item index="6" class="java.lang.String" itemvalue="GDAL" />
+            <item index="7" class="java.lang.String" itemvalue="pystan" />
+            <item index="8" class="java.lang.String" itemvalue="torch" />
+            <item index="9" class="java.lang.String" itemvalue="torch-sparse" />
+            <item index="10" class="java.lang.String" itemvalue="python-apt" />
+            <item index="11" class="java.lang.String" itemvalue="torchvision" />
+            <item index="12" class="java.lang.String" itemvalue="pysndfile" />
+            <item index="13" class="java.lang.String" itemvalue="ideep4py" />
+            <item index="14" class="java.lang.String" itemvalue="torch-spline-conv" />
+            <item index="15" class="java.lang.String" itemvalue="fbprophet" />
+            <item index="16" class="java.lang.String" itemvalue="screen-resolution-extra" />
+            <item index="17" class="java.lang.String" itemvalue="tables" />
+            <item index="18" class="java.lang.String" itemvalue="jaxlib" />
+            <item index="19" class="java.lang.String" itemvalue="cmake" />
+            <item index="20" class="java.lang.String" itemvalue="lxml" />
+            <item index="21" class="java.lang.String" itemvalue="en-core-web-sm" />
+            <item index="22" class="java.lang.String" itemvalue="pygobject" />
+            <item index="23" class="java.lang.String" itemvalue="google-auth" />
+            <item index="24" class="java.lang.String" itemvalue="tensorflow" />
+            <item index="25" class="java.lang.String" itemvalue="tweepy" />
+            <item index="26" class="java.lang.String" itemvalue="alembic" />
+            <item index="27" class="java.lang.String" itemvalue="SQLAlchemy" />
+            <item index="28" class="java.lang.String" itemvalue="google-cloud-storage" />
+            <item index="29" class="java.lang.String" itemvalue="Flask-Login" />
+            <item index="30" class="java.lang.String" itemvalue="feedparser" />
+            <item index="31" class="java.lang.String" itemvalue="newrelic" />
+            <item index="32" class="java.lang.String" itemvalue="webassets" />
+            <item index="33" class="java.lang.String" itemvalue="python-geohash" />
+            <item index="34" class="java.lang.String" itemvalue="geoalchemy2" />
+            <item index="35" class="java.lang.String" itemvalue="flask_cors" />
+            <item index="36" class="java.lang.String" itemvalue="geographiclib" />
+            <item index="37" class="java.lang.String" itemvalue="googlemaps" />
+            <item index="38" class="java.lang.String" itemvalue="pyproj" />
+            <item index="39" class="java.lang.String" itemvalue="google-cloud-translate" />
+            <item index="40" class="java.lang.String" itemvalue="graphene-sqlalchemy" />
+            <item index="41" class="java.lang.String" itemvalue="urllib3" />
+            <item index="42" class="java.lang.String" itemvalue="fuzzywuzzy" />
+            <item index="43" class="java.lang.String" itemvalue="xlrd" />
+            <item index="44" class="java.lang.String" itemvalue="Flask" />
+            <item index="45" class="java.lang.String" itemvalue="google-api-core" />
+            <item index="46" class="java.lang.String" itemvalue="beautifulsoup4" />
+            <item index="47" class="java.lang.String" itemvalue="flask-restx" />
+            <item index="48" class="java.lang.String" itemvalue="rcssmin" />
+            <item index="49" class="java.lang.String" itemvalue="phonenumbers" />
+            <item index="50" class="java.lang.String" itemvalue="google-cloud" />
+            <item index="51" class="java.lang.String" itemvalue="google" />
+            <item index="52" class="java.lang.String" itemvalue="gunicorn" />
+            <item index="53" class="java.lang.String" itemvalue="Flask-SQLAlchemy" />
+            <item index="54" class="java.lang.String" itemvalue="click" />
+            <item index="55" class="java.lang.String" itemvalue="py3-validate-email" />
+            <item index="56" class="java.lang.String" itemvalue="rauth" />
+            <item index="57" class="java.lang.String" itemvalue="Flask-Compress" />
+            <item index="58" class="java.lang.String" itemvalue="attrs" />
+            <item index="59" class="java.lang.String" itemvalue="chardet" />
+            <item index="60" class="java.lang.String" itemvalue="pandas" />
+            <item index="61" class="java.lang.String" itemvalue="boto3" />
+            <item index="62" class="java.lang.String" itemvalue="Flask-Assets" />
+            <item index="63" class="java.lang.String" itemvalue="google-cloud-language" />
+            <item index="64" class="java.lang.String" itemvalue="flask-principal" />
+            <item index="65" class="java.lang.String" itemvalue="Flask-Babel" />
+            <item index="66" class="java.lang.String" itemvalue="google-cloud-core" />
+            <item index="67" class="java.lang.String" itemvalue="openpyxl" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8Inspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="E265" />
+          <option value="E303" />
+          <option value="E122" />
+          <option value="E502" />
+          <option value="W605" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N806" />
+          <option value="N802" />
+          <option value="N803" />
+          <option value="N812" />
+          <option value="N801" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyShadowingNamesInspection" enabled="false" level="WEAK WARNING" enabled_by_default="false" />
+    <inspection_tool class="PyTypeCheckerInspection" enabled="false" level="WARNING" enabled_by_default="false" />
+    <inspection_tool class="PyUnboundLocalVariableInspection" enabled="false" level="WARNING" enabled_by_default="false" />
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/lecture_2_fast_ai.iml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Python 3.8" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>

.idea/misc.xml

@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.8" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/lecture_2_fast_ai.iml" filepath="$PROJECT_DIR$/.idea/lecture_2_fast_ai.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>

app.py

@@ -1,9 +1,14 @@
 from fastai.vision.all import *
 import gradio as gr
+import os
+from pathlib import Path
 
 def is_cat(x): return x[0].isupper()
 
-learn = load_learner('model.pkl')
+path = Path(os.path.dirname(os.path.abspath(__file__)))
+model_path = path / 'model.pkl'  # Construct the Windows-style path
+
+learn = load_learner(model_path)
 
 categories = ('Dog', 'Cat')
 
@@ -11,7 +16,7 @@ def classify_image(img):
   pred, idx, probs = learn.predict(img)
   return dict(zip(categories, map(float, probs)))
 
-  image = gr.inputs.Image(shape=(192,192))
+image = gr.inputs.Image(shape=(192,192))
 
 label = gr.outputs.Label()
 examples = ['dog.jpg']