{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "560725a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import torch\n",
    "import cv2\n",
    "import numpy as np\n",
    "from PIL import Image, ImageOps\n",
    "from matplotlib import pyplot as plt\n",
    "from tqdm import tqdm\n",
    "from PIL import Image, ImageDraw\n",
    "\n",
    "from segment_anything import sam_model_registry, SamAutomaticMaskGenerator, SamPredictor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "74b6e5f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "def show_anns(anns, axes=None):\n",
    "    if len(anns) == 0:\n",
    "        return\n",
    "    if axes:\n",
    "        ax = axes\n",
    "    else:\n",
    "        ax = plt.gca()\n",
    "        ax.set_autosacle_on(False)\n",
    "    sorted_anns = sorted(anns, key=(lambda x: x['area']), reverse=True)\n",
    "    polygons = []\n",
    "    color = []\n",
    "    for ann in sorted_anns:\n",
    "        m = ann['segmentation']\n",
    "        img = np.ones((m.shape[0], m.shape[1], 3))\n",
    "        color_mask = np.random.random((1,3)).tolist()[0]\n",
    "        for i in range(3):\n",
    "            img[:,:,i] = color_mask[i]\n",
    "        ax.imshow(np.dstack((img, m*0.5)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "22870e56-f968-41ba-924b-5bf3125c61ce",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_type = \"vit_h\"\n",
    "sam_checkpoint = \"sam_vit_h_4b8939.pth\"\n",
    "device = \"cuda:0\"\n",
    "sam = sam_model_registry[model_type](checkpoint=sam_checkpoint)\n",
    "sam.to(device=device)\n",
    "sam.eval()\n",
    "\n",
    "mask_generator = SamAutomaticMaskGenerator(sam)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27c41445",
   "metadata": {},
   "source": [
    "# Load Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ad354922",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_path = 'tv_view.png'\n",
    "img = cv2.imread(img_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43ecda61-048c-4e53-a38e-9db880677da5",
   "metadata": {},
   "source": [
    "# Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "fc0c8203-b4c8-4141-8261-1965ccb2aa04",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "img = np.array(img)\n",
    "masks = mask_generator.generate(img)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "568f2c49-90cf-47ea-8e8c-f1253ca99bd1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "\n",
    "# Assuming 'img' is your original image as a NumPy array\n",
    "img_pil = Image.fromarray(img)  # Convert to PIL Image for easier manipulation\n",
    "img_with_masks = img_pil.convert('RGBA')  # Convert to RGBA for transparency handling\n",
    "\n",
    "for mask in masks:\n",
    "    # Create a mask array with the same shape as the image but only one channel\n",
    "    single_channel_mask = np.uint8(mask['segmentation'] * 255)\n",
    "\n",
    "    # Create an RGBA image for the mask with random color\n",
    "    color = np.random.randint(0, 256, 3).tolist()  # Random color for the mask\n",
    "    colored_mask = np.stack([single_channel_mask if i < 3 else single_channel_mask // 2 for i in range(4)], axis=-1)\n",
    "    for i in range(3):\n",
    "        colored_mask[..., i] = colored_mask[..., i] * color[i] // 255  # Apply the color\n",
    "\n",
    "    mask_img = Image.fromarray(colored_mask)\n",
    "\n",
    "    # Composite the mask with the image\n",
    "    img_with_masks = Image.alpha_composite(img_with_masks, mask_img)\n",
    "\n",
    "# Convert the final image back to RGB and display\n",
    "final_img = img_with_masks.convert('RGB')\n",
    "plt.imshow(final_img)\n",
    "plt.axis('off')\n",
    "plt.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8a682cc9-2cf8-4ab9-a0c0-6f2b9046cf68",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "prac",
   "language": "python",
   "name": "prac"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
