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@MuhammetOzturk
Created September 23, 2025 09:14
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Colab da Goruntu Isleme.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/MuhammetOzturk/fb183b4857e251e2ba029ab09df9d9cd/colab-da-goruntu-isleme.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "02vNFDsDCTDW",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 17
},
"outputId": "1a8c663b-2c67-4b27-83f8-240cd635bcd8"
},
"outputs": [
{
"output_type": "display_data",
"data": {},
"metadata": {}
}
],
"source": [
"import base64\n",
"from io import BytesIO\n",
"\n",
"import cv2\n",
"import numpy as np\n",
"from PIL import Image\n",
"from google.colab import output\n",
"from google.colab.output import eval_js\n",
"from IPython.display import HTML, display\n",
"\n",
"# Global değişkenler\n",
"display_handle = display(display_id=True)\n",
"\n",
"\n",
"def base64decode(img_str: str) -> np.ndarray:\n",
" \"\"\"\n",
" Base64 stringi arraya donusturur.\n",
" \"\"\"\n",
" jpg_bytes = base64.b64decode(img_str.split(',')[1])\n",
" jpg_array = np.frombuffer(jpg_bytes, dtype=np.uint8)\n",
"\n",
" return jpg_array\n",
"\n",
"def array2base64(img_array: np.ndarray) -> str:\n",
" \"\"\"\n",
" Arrayi base64 stringe donusturur.\n",
" \"\"\"\n",
" image = Image.fromarray(img_array)\n",
" buffer = BytesIO()\n",
" image.save(buffer, format=\"PNG\")\n",
" img_str = base64.b64encode(buffer.getvalue()).decode(\"utf-8\")\n",
"\n",
" return img_str\n",
"\n",
"def receive_frame(b64_img: str) -> None:\n",
" \"\"\"\n",
" Tarayıcıdan gelen base64 formatındaki frame'i alır,\n",
" OpenCV ile işler ve Colab çıktısında günceller.\n",
" \"\"\"\n",
" frame = base64decode(b64_img)\n",
" frame = cv2.imdecode(frame, cv2.IMREAD_COLOR)\n",
"\n",
" # Görüntüyü grileştir\n",
" gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n",
"\n",
" img_str = array2base64(gray)\n",
" # HTML çıktısını oluştur\n",
" html_code = f\"\"\"\n",
" <h3>İşlenmiş Görüntü</h3>\n",
" <img src=\"data:image/png;base64,{img_str}\"\n",
" style=\"border:2px solid black; max-width:100%\">\n",
" \"\"\"\n",
"\n",
" # Çıktıyı güncelle\n",
" display_handle.update(HTML(html_code))\n",
"\n",
"\n",
"# Callback’i Colab’a kaydet\n",
"output.register_callback(\"receive_frame\", receive_frame)\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"id": "7jypSBz1FYZC",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 546
},
"outputId": "d3fec3fd-4a89-41e3-8d68-71d7f4a3440e"
},
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"<IPython.core.display.Javascript object>"
],
"application/javascript": [
"\n",
"// Video elementi oluştur (gizli)\n",
"const video = document.createElement('video');\n",
"video.autoplay = true;\n",
"video.style.display = \"none\"; // kullanıcıya görünmesin\n",
"document.body.appendChild(video);\n",
"\n",
"// Canvas elementi oluştur (gizli)\n",
"const canvas = document.createElement('canvas');\n",
"canvas.style.display = \"none\";\n",
"document.body.appendChild(canvas);\n",
"\n",
"const ctx = canvas.getContext('2d');\n",
"\n",
"// Kamerayı aç\n",
"navigator.mediaDevices.getUserMedia({ video: true }).then(stream => {\n",
" video.srcObject = stream;\n",
"\n",
" let counter = 0;\n",
" const maxFrames = 500; // toplam gönderilecek frame sayısı\n",
" const delay = 100; // ms cinsinden bekleme (200 ms ≈ 5 FPS)\n",
"\n",
" function sendFrame() {\n",
" if (video.videoWidth > 0) {\n",
" canvas.width = video.videoWidth;\n",
" canvas.height = video.videoHeight;\n",
" ctx.drawImage(video, 0, 0);\n",
" const dataUrl = canvas.toDataURL('image/jpeg', 0.6);\n",
"\n",
" google.colab.kernel.invokeFunction(\n",
" 'receive_frame',\n",
" [dataUrl],\n",
" {}\n",
" );\n",
"\n",
" counter++;\n",
" if (counter >= maxFrames) {\n",
" console.log(\"📷 \" + maxFrames + \" frame gönderildi, durdu.\");\n",
" return;\n",
" }\n",
" }\n",
" setTimeout(sendFrame, delay);\n",
" }\n",
" sendFrame();\n",
"});\n"
]
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<IPython.core.display.HTML object>"
],
"text/html": [
"\n",
" <h3>İşlenmiş Görüntü</h3>\n",
" <img src=\"data:image/png;base64,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\"\n",
" style=\"border:2px solid black; max-width:100%\">\n",
" "
]
},
"metadata": {}
}
],
"source": [
"from IPython.display import Javascript\n",
"\n",
"js_code = \"\"\"\n",
"// Video elementi oluştur (gizli)\n",
"const video = document.createElement('video');\n",
"video.autoplay = true;\n",
"video.style.display = \"none\"; // kullanıcıya görünmesin\n",
"document.body.appendChild(video);\n",
"\n",
"// Canvas elementi oluştur (gizli)\n",
"const canvas = document.createElement('canvas');\n",
"canvas.style.display = \"none\";\n",
"document.body.appendChild(canvas);\n",
"\n",
"const ctx = canvas.getContext('2d');\n",
"\n",
"// Kamerayı aç\n",
"navigator.mediaDevices.getUserMedia({ video: true }).then(stream => {\n",
" video.srcObject = stream;\n",
"\n",
" let counter = 0;\n",
" const maxFrames = 500; // toplam gönderilecek frame sayısı\n",
" const delay = 100; // ms cinsinden bekleme (200 ms ≈ 5 FPS)\n",
"\n",
" function sendFrame() {\n",
" if (video.videoWidth > 0) {\n",
" canvas.width = video.videoWidth;\n",
" canvas.height = video.videoHeight;\n",
" ctx.drawImage(video, 0, 0);\n",
" const dataUrl = canvas.toDataURL('image/jpeg', 0.6);\n",
"\n",
" google.colab.kernel.invokeFunction(\n",
" 'receive_frame',\n",
" [dataUrl],\n",
" {}\n",
" );\n",
"\n",
" counter++;\n",
" if (counter >= maxFrames) {\n",
" console.log(\"📷 \" + maxFrames + \" frame gönderildi, durdu.\");\n",
" return;\n",
" }\n",
" }\n",
" setTimeout(sendFrame, delay);\n",
" }\n",
" sendFrame();\n",
"});\n",
"\"\"\"\n",
"\n",
"display(Javascript(js_code))\n"
]
}
],
"metadata": {
"colab": {
"provenance": [],
"authorship_tag": "ABX9TyNuN2ZWdKyAWvhTv359+MD0",
"include_colab_link": true
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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