66 lines
1.9 KiB
PHP
66 lines
1.9 KiB
PHP
<?php
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namespace App\Http\Controllers\Api;
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use App\Http\Controllers\Controller;
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use App\Models\Hewan;
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use Illuminate\Support\Facades\Http;
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use Illuminate\Http\Request;
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class RecognitionController extends Controller
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{
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public function predictHewan(Request $request)
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{
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$image = $request->file('image');
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$response = Http::attach(
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'image',
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file_get_contents($image->getPathname()),
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$image->getClientOriginalName()
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)->post('http://127.0.0.1:5000/predict/hewan');
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$data = json_decode($response->body(), true);
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$hasil = $data['prediction'];
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$confidence = $data['confidence'];
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$hewan = Hewan::where('name', $hasil)->first();
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$url = url('images/foto/' . $hewan->foto);
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$hewan->foto = $url;
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$confiden = round($confidence * 100, 2) . '%';
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$hewan->confidence = $confiden;
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// ambi nama dari tabel kategori, pluck id kategori
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$kategori = $hewan->kategori()->pluck('name')->first();
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$hewan->kategori = $kategori;
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return response()->json([
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'status' => 'success',
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'message' => 'Image successfully detected!',
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'data' => $hewan,
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]);
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}
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public function predictHewan2(Request $request)
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{
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$image = $request->file('image');
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$response = Http::attach(
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'image',
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file_get_contents($image->getPathname()),
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$image->getClientOriginalName()
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)->post('http://127.0.0.1:5000/predict/hewan');
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$data = json_decode($response->body(), true);
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$hasil = $data['prediction'];
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$confidence = $data['confidence'];
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return response()->json([
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'status' => 'success',
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'message' => 'Image successfully detected!',
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'prediction' => $hasil,
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'confidence' => $confidence,
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]);
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}
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}
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