path errors

app.py

@@ -1,8 +1,8 @@
 import gradio as gr
 from fastai.vision.all import *
-
+import os
 # Load a pre-trained image classification model
-learn = load_learner('models/model.pth')
+learn = load_learner('./models/model.pth')
 
 # Function to make predictions from an image
 def classify_image(image):
@@ -12,7 +12,7 @@ def classify_image(image):
     return name[0]
 
 # Sample images for user to choose from
-sample_images = ["AcuraTLType-S2008.jpg", "AudiR8Coupe2012.jpg", "DodgeMagnumWagon2008.jpg"]
+sample_images = ["./sample_images/AcuraTLType-S2008.jpg", "./sample_images/AudiR8Coupe2012.jpg", "./sample_images/DodgeMagnumWagon2008.jpg"]
 
 iface = gr.Interface(
     fn=classify_image,

classifier.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 60,
    "id": "6afcec5d",
    "metadata": {},
    "outputs": [],
@@ -471,7 +471,9 @@
    "cell_type": "code",
    "execution_count": 43,
    "id": "e1a3390f-e4f6-480e-b6de-377bfa7cd1a1",
-   "metadata": {},
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "data": {
@@ -830,9 +832,52 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 58,
    "id": "b998feae-2c0e-4cee-ab26-73d87b52c7f6",
    "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'gr' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[58], line 10\u001b[0m\n\u001b[0;32m      7\u001b[0m \u001b[38;5;66;03m# Sample images for user to choose from\u001b[39;00m\n\u001b[0;32m      8\u001b[0m sample_images \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAcuraTLType-S2008.jpg\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAudiR8Coupe2012.jpg\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mDodgeMagnumWagon2008.jpg\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m---> 10\u001b[0m iface \u001b[38;5;241m=\u001b[39m \u001b[43mgr\u001b[49m\u001b[38;5;241m.\u001b[39mInterface(\n\u001b[0;32m     11\u001b[0m     fn\u001b[38;5;241m=\u001b[39mclassify_image,\n\u001b[0;32m     12\u001b[0m     inputs\u001b[38;5;241m=\u001b[39mgr\u001b[38;5;241m.\u001b[39mImage(label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSelect an image\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28mtype\u001b[39m\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfilepath\u001b[39m\u001b[38;5;124m\"\u001b[39m),\n\u001b[0;32m     13\u001b[0m     outputs\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtext\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m     14\u001b[0m     live\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[0;32m     15\u001b[0m     title\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCar image classifier\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m     16\u001b[0m     description\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUpload a car image or select one of the examples below\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m     17\u001b[0m     examples\u001b[38;5;241m=\u001b[39msample_images\n\u001b[0;32m     18\u001b[0m )\n\u001b[0;32m     21\u001b[0m iface\u001b[38;5;241m.\u001b[39mlaunch()\n",
+      "\u001b[1;31mNameError\u001b[0m: name 'gr' is not defined"
+     ]
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "id": "4b498d88-8f82-4f30-b43d-d0d1d87e0fa8",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "AttributeError",
+     "evalue": "'collections.OrderedDict' object has no attribute 'dls'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[63], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mload_learner\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmodels/model.pth\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\fastai\\learner.py:451\u001b[0m, in \u001b[0;36mload_learner\u001b[1;34m(fname, cpu, pickle_module)\u001b[0m\n\u001b[0;32m    449\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m\n\u001b[0;32m    450\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m cpu: \n\u001b[1;32m--> 451\u001b[0m     \u001b[43mres\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdls\u001b[49m\u001b[38;5;241m.\u001b[39mcpu()\n\u001b[0;32m    452\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(res, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mchannels_last\u001b[39m\u001b[38;5;124m'\u001b[39m): res \u001b[38;5;241m=\u001b[39m res\u001b[38;5;241m.\u001b[39mto_contiguous(to_fp32\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m    453\u001b[0m     \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(res, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmixed_precision\u001b[39m\u001b[38;5;124m'\u001b[39m): res \u001b[38;5;241m=\u001b[39m res\u001b[38;5;241m.\u001b[39mto_fp32()\n",
+      "\u001b[1;31mAttributeError\u001b[0m: 'collections.OrderedDict' object has no attribute 'dls'"
+     ]
+    }
+   ],
+   "source": [
+    "load_learner('models/model.pth')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4cab2e5a-9cd3-42c1-8241-5a55475fd886",
+   "metadata": {},
    "outputs": [],
    "source": []
   }