Add notebook

notebook.ipynb

@@ -0,0 +1,188 @@
+{
+	"nbformat": 4,
+	"nbformat_minor": 0,
+	"metadata": {
+	  "colab": {
+		"provenance": [],
+		"mount_file_id": "https://github.com/shiveshnavin/face-match/blob/main/Face_Match.ipynb",
+		"authorship_tag": "ABX9TyOtcib13s1Sgzm0u1C/LhwW",
+		"include_colab_link": true
+	  },
+	  "kernelspec": {
+		"name": "python3",
+		"display_name": "Python 3"
+	  },
+	  "language_info": {
+		"name": "python"
+	  }
+	},
+	"cells": [
+	  {
+		"cell_type": "markdown",
+		"metadata": {
+		  "id": "view-in-github",
+		  "colab_type": "text"
+		},
+		"source": [
+		  "<a href=\"https://colab.research.google.com/github/shiveshnavin/face-match/blob/main/Face_Match.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+		]
+	  },
+	  {
+		"cell_type": "code",
+		"execution_count": null,
+		"metadata": {
+		  "id": "sKpUFCOofQWa"
+		},
+		"outputs": [],
+		"source": [
+		  "!pip install deepface"
+		]
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "from deepface import DeepFace"
+		],
+		"metadata": {
+		  "id": "PFKyr3S3js5g"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "import os"
+		],
+		"metadata": {
+		  "id": "JN2LNi7wlluR"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "dir = '/content/drive/MyDrive/colab/face-match'"
+		],
+		"metadata": {
+		  "id": "P6I4Q5poju2r"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "!cd /content/drive/MyDrive/colab/face-match && wget -O shivesh-hd.jpeg https://miro.medium.com/v2/resize:fit:2400/1*ohF2nXtuZx624xTKwlG9MQ.jpeg"
+		],
+		"metadata": {
+		  "id": "eetSAvDhofhb"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "!ls /content/drive/MyDrive/colab/face-match"
+		],
+		"metadata": {
+		  "id": "4t3-O_5Bni0t"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "hd_train = os.path.join(dir, 'bhat-hd.jpg')\n",
+		  "sd_train = os.path.join(dir, 'bhat-sd.jpg')\n",
+		  "\n",
+		  "hd_test = os.path.join(dir, 'bhat-test-hd.jpeg')\n",
+		  "sd_test = os.path.join(dir, 'bhat-test-sd.jpeg')\n",
+		  "\n",
+		  "hd_unknown = os.path.join(dir, 'shivesh-hd.jpeg')"
+		],
+		"metadata": {
+		  "id": "YayGIZgotAF5"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "result = DeepFace.verify(\n",
+		  "  img1_path = os.path.join(dir, 'shivesh-hd.jpeg'),\n",
+		  "  img2_path = os.path.join(dir, 'bhat-hd.jpg'),\n",
+		  ")\n",
+		  "result"
+		],
+		"metadata": {
+		  "id": "PhPwnGoWop1C"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "result = DeepFace.verify(\n",
+		  "  img1_path = os.path.join(dir, 'bhat-test-hd.jpeg'),\n",
+		  "  img2_path = os.path.join(dir, 'bhat-test-hd.jpeg'),\n",
+		  ")\n",
+		  "result"
+		],
+		"metadata": {
+		  "id": "h6OwutnBlgKe"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "!ls /content/drive/MyDrive/colab/face-match/bhat-test-sd.jpg"
+		],
+		"metadata": {
+		  "id": "hXGLf_Mgn2gV"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "!pip3 install face_recognition"
+		],
+		"metadata": {
+		  "id": "ALwbcczEn8wg"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [],
+		"metadata": {
+		  "id": "Wkn4Z44Rs-HY"
+		},
+		"execution_count": null,
+		"outputs": []
+	  },
+	  {
+		"cell_type": "code",
+		"source": [
+		  "import face_recognition\n",
+		  "image = face_recognition.load_image_file(\"your_file.jpg\")\n",
+		  "face_locations = face_recognition.face_locations(image)"
+		],
+		"metadata": {
+		  "id": "06ckkNXqsqfF"
+		},
+		"execution_count": null,
+		"outputs": []
+	  }
+	]
+  }