Feat:Added new Ai page for the Crop desies detection

2025-02-23 10:41:16 +05:30
parent 79c6c80636
commit dbbc0ce5f2
1 changed files with 77 additions and 0 deletions
@@ -0,0 +1,77 @@
+import React, { useState } from "react";
+import Loader from "../../components/Loader";
+
+const Ai = () => {
+  const [selectedFile, setSelectedFile] = useState(null);
+  const [result, setResult] = useState("");
+  const [loading, setLoading] = useState(false);
+  const [error, setError] = useState("");
+
+  const handleFileChange = (e) => {
+    setSelectedFile(e.target.files[0]);
+  };
+
+  const handleSubmit = async (e) => {
+    e.preventDefault();
+    if (!selectedFile) return;
+    setLoading(true);
+    setResult("");
+    setError("");
+
+    try {
+      const formData = new FormData();
+      formData.append("image", selectedFile);
+
+      // Update the URL if needed.
+      const response = await fetch("http://localhost:8000/api/v1/vegetable", {
+        method: "POST",
+        body: formData,
+      });
+
+      if (!response.ok) {
+        throw new Error("Failed to classify image");
+      }
+
+      const data = await response.json();
+      // Assume the API returns an object with an "output" field.
+      setResult(data.output || "No result provided");
+    } catch (err) {
+      console.error("Error:", err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  return (
+    <div className="max-w-md mx-auto p-6 bg-white shadow rounded-lg">
+      <h2 className="text-2xl font-bold mb-4 text-center">
+        Vegetable Classifier
+      </h2>
+      <form onSubmit={handleSubmit} className="space-y-4">
+        <input
+          type="file"
+          accept="image/*"
+          onChange={handleFileChange}
+          className="block w-full text-sm text-gray-900 border border-gray-300 rounded-lg cursor-pointer bg-gray-50 p-2"
+        />
+        <button
+          type="submit"
+          disabled={loading || !selectedFile}
+          className="w-full bg-blue-600 hover:bg-blue-700 text-white py-2 px-4 rounded focus:outline-none focus:ring-2 focus:ring-blue-500"
+        >
+          {loading ? <Loader> </Loader> : "Upload and Classify"}
+        </button>
+      </form>
+      {error && <p className="mt-4 text-red-600 text-center">{error}</p>}
+      {result && (
+        <div className="mt-4 p-4 bg-green-100 border border-green-300 rounded">
+          <h3 className="text-lg font-semibold">Result:</h3>
+          <p>{result}</p>
+        </div>
+      )}
+    </div>
+  );
+};
+
+export default Ai;