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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
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diff --git a/SS_Annotations/Cloudy_to_rainy_annotate2/coco.ipynb b/SS_Annotations/Cloudy_to_rainy_annotate2/coco.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e14ea9f6161770482e526be747df7bf6bc588095
--- /dev/null
+++ b/SS_Annotations/Cloudy_to_rainy_annotate2/coco.ipynb
@@ -0,0 +1,138 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import cv2\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Load the JSON file\n",
+    "for i in range(69,293):\n",
+    "    # Load the JSON file\n",
+    "    if(i<152):\n",
+    "        a = str(i)\n",
+    "        b = i + 293\n",
+    "        b = str(b)\n",
+    "        with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "            data = json.load(f)\n",
+    "\n",
+    "        # Get image information\n",
+    "        image_info = data['images'][0]\n",
+    "        image_id = image_info['id']\n",
+    "        image_width = image_info['width']\n",
+    "        image_height = image_info['height']\n",
+    "        image_filename = image_info['file_name']\n",
+    "\n",
+    "        # Get annotation information\n",
+    "        annotations = data['annotations']\n",
+    "        segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "        # Create a blank mask image\n",
+    "        mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "        # Draw filled polygons on the mask\n",
+    "        for segmentation in segmentations:\n",
+    "            points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "            cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "        # Save the mask image as a file\n",
+    "        for j in range(0,12):\n",
+    "            if(j == 10):\n",
+    "                output_file = f\"./{a} to {b}/image1.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "            elif(j == 11): \n",
+    "                output_file = f\"./{a} to {b}/image2.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "            else:\n",
+    "                c = str(j)\n",
+    "                output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "    \n",
+    "    else:\n",
+    "        a = str(i)\n",
+    "        b = i + 293\n",
+    "        b = str(b)\n",
+    "        \n",
+    "        with open(f\"./{a} to {b}/{b}.json\") as f:\n",
+    "            data = json.load(f)\n",
+    "\n",
+    "        # Get image information\n",
+    "        image_info = data['images'][0]\n",
+    "        image_id = image_info['id']\n",
+    "        image_width = image_info['width']\n",
+    "        image_height = image_info['height']\n",
+    "        image_filename = image_info['file_name']\n",
+    "\n",
+    "        # Get annotation information\n",
+    "        annotations = data['annotations']\n",
+    "        segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "        # Create a blank mask image\n",
+    "        mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "        # Draw filled polygons on the mask\n",
+    "        for segmentation in segmentations:\n",
+    "            points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "            cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "        # Save the mask image as a file\n",
+    "        for j in range(0,12):\n",
+    "            \n",
+    "            if(j == 11):\n",
+    "                output_file = f\"./{a} to {b}/image1.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "            elif(j == 12):       \n",
+    "                output_file = f\"./{a} to {b}/image2.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "            else:\n",
+    "                c = str(j)\n",
+    "                output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "                cv2.imwrite(output_file, mask)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Cloudy_to_rainy_annotate2/process.ipynb b/SS_Annotations/Cloudy_to_rainy_annotate2/process.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..33c4e3eb4ef4fd664c6788768ca712999bf6d678
--- /dev/null
+++ b/SS_Annotations/Cloudy_to_rainy_annotate2/process.ipynb
@@ -0,0 +1,495 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import cv2\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = open(\"./103 to 396/103.json\")\n",
+    "data =json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'info': {'description': 'my-project-name'},\n",
+       " 'images': [{'id': 1, 'width': 512, 'height': 256, 'file_name': 'Image2.png'}],\n",
+       " 'annotations': [{'id': 0,\n",
+       "   'iscrowd': 0,\n",
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+       " 'categories': [{'id': 1, 'name': 'road'}]}"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mask_dir = \"./103 to 396/\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "images = data[\"images\"]\n",
+    "annots = data[\"annotations\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "    298.1261476583556,\n",
+       "    232.38383381064676,\n",
+       "    295.366039841644,\n",
+       "    235.31644836590283,\n",
+       "    291.74339833221006,\n",
+       "    236.52399553571414,\n",
+       "    492.79998894457543,\n",
+       "    253.2830188679245,\n",
+       "    422.19299612533666,\n",
+       "    209.78545106132063,\n",
+       "    379.0318185646898,\n",
+       "    180.35579514824786,\n",
+       "    347.6700850741238,\n",
+       "    161.17304371630718,\n",
+       "    303.85337348382734,\n",
+       "    136.78059720350396,\n",
+       "    271.91485622278645,\n",
+       "    121.79197092706814,\n",
+       "    272.0696699625059,\n",
+       "    131.70005026910974,\n",
+       "    265.87712037372984,\n",
+       "    132.16449148826794,\n",
+       "    264.17416923681645,\n",
+       "    128.29414799528294,\n",
+       "    240.71590717654973,\n",
+       "    127.81024153470342,\n",
+       "    240.54340043800525,\n",
+       "    133.3304571681266,\n",
+       "    235.19569154312654,\n",
+       "    132.64043021394872,\n",
+       "    234.67817132749312,\n",
+       "    125.74016067216974,\n",
+       "    234.67817132749312,\n",
+       "    119.52991808456866,\n",
+       "    236.2307319743934,\n",
+       "    112.97466201987864,\n",
+       "    227.60539504716968,\n",
+       "    113.83719571260102]],\n",
+       "  'bbox': [0, 110.83557951482473, 492.79998894457543, 145.16442048517527],\n",
+       "  'area': 41447.777970923235},\n",
+       " {'id': 1,\n",
+       "  'iscrowd': 0,\n",
+       "  'image_id': 1,\n",
+       "  'category_id': 1,\n",
+       "  'segmentation': [[121.68625231637459,\n",
+       "    121.42749220855788,\n",
+       "    119.76390999183592,\n",
+       "    122.25641214622632,\n",
+       "    116.04838023857032,\n",
+       "    122.10159840650694,\n",
+       "    116.16603668295141,\n",
+       "    123.67007980963605,\n",
+       "    112.88840865060641,\n",
+       "    123.49757307109157,\n",
+       "    112.95210544418231,\n",
+       "    125.35268694061433,\n",
+       "    129.51717559415812,\n",
+       "    124.26899076257853,\n",
+       "    129.6215622894204,\n",
+       "    121.77250568564683]],\n",
+       "  'bbox': [112.88840865060641,\n",
+       "   121.42749220855788,\n",
+       "   16.733153638814002,\n",
+       "   3.925194732056454],\n",
+       "  'area': 44.54865396925976},\n",
+       " {'id': 2,\n",
+       "  'iscrowd': 0,\n",
+       "  'image_id': 1,\n",
+       "  'category_id': 1,\n",
+       "  'segmentation': [[132.3038229091073,\n",
+       "    121.48234344762933,\n",
+       "    132.3038229091073,\n",
+       "    124.26899076257853,\n",
+       "    137.10304884040872,\n",
+       "    123.49492206398153,\n",
+       "    136.94823510068932,\n",
+       "    121.48234344762933]],\n",
+       "  'bbox': [132.3038229091073,\n",
+       "   121.48234344762933,\n",
+       "   4.799225931301407,\n",
+       "   2.7866473149491924],\n",
+       "  'area': 11.360497358799535}]"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# images\n",
+    "# annots"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for x, y in zip(images, annots):\n",
+    "    filename = x[\"file_name\"]\n",
+    "    h = x[\"height\"]\n",
+    "    w = x[\"width\"]\n",
+    "\n",
+    "    mask = np.zeros((h, w))\n",
+    "\n",
+    "    seg = y[\"segmentation\"]\n",
+    "\n",
+    "    for points in seg:\n",
+    "        contours = []\n",
+    "\n",
+    "    for i in range(0, len(points), 2):\n",
+    "        contours.append((points[i], points[i + 1]))\n",
+    "    \n",
+    "    contours = np.array(contours, dtype=np.int32)\n",
+    "    cv2.drawContours(mask, [contours], -1, 255, -1)\n",
+    "\n",
+    "    cv2.imwrite(f\"{mask_dir}/{filename}\", mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "for i in range(71,292):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    os.remove(f\"./{a} to {b}/10.png\")\n",
+    "    os.remove(f\"./{a} to {b}/11.png\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "for i in range(0,69):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    os.rename(f\"{a} to {b}\",f\"{b} to {a}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Cloudy_to_rainy_annotate2/vgg.ipynb b/SS_Annotations/Cloudy_to_rainy_annotate2/vgg.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..37c17680d4e0a2e57949dc6f3c2a081a2a22af25
--- /dev/null
+++ b/SS_Annotations/Cloudy_to_rainy_annotate2/vgg.ipynb
@@ -0,0 +1,147 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import cv2\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import glob\n",
+    "from matplotlib import pyplot as plt\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# for i in range(0,68):\n",
+    "#     # Load the JSON file\n",
+    "#     a = str(i)\n",
+    "#     # print(\"a:\",a)\n",
+    "#     b = i + 293\n",
+    "#     b = str(b)\n",
+    "#     # print(\"b:\" ,b)\n",
+    "#     with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "#         data = json.load(f)\n",
+    "\n",
+    "#     # Extract polygon coordinates\n",
+    "#     polygon = data['Image2.png']['regions']['0']['shape_attributes']\n",
+    "#     points_x = polygon['all_points_x']\n",
+    "#     points_y = polygon['all_points_y']\n",
+    "\n",
+    "#     # Create a blank mask image\n",
+    "#     mask = np.zeros((512, 512), dtype=np.uint8)\n",
+    "\n",
+    "#     # Convert polygon coordinates to numpy array\n",
+    "#     points = np.array(list(zip(points_x, points_y)), np.int32)\n",
+    "\n",
+    "#     # Draw the filled polygon on the mask image\n",
+    "#     cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "#     for j in range(0,12):\n",
+    "#         # Save the mask image as a file\n",
+    "#         c = str(j)\n",
+    "#         output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "#         cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "#         if(j == 10):\n",
+    "#             c = str(j)\n",
+    "#             output_file = f\"./{a} to {b}/image1.png\"\n",
+    "#             cv2.imwrite(output_file, mask)\n",
+    "       \n",
+    "#         elif(j == 11):\n",
+    "#             c = str(j)\n",
+    "#             output_file = f\"./{a} to {b}/image2.png\"\n",
+    "#             cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import cv2\n",
+    "import numpy as np\n",
+    "\n",
+    "# Define the target size\n",
+    "target_size = (512, 256)\n",
+    "\n",
+    "# Load the JSON file\n",
+    "for i in range(0, 69):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    with open(f\"./{b} to {a}/{a}.json\") as f:\n",
+    "        data = json.load(f)\n",
+    "\n",
+    "    # Extract polygon coordinates\n",
+    "    polygon = data['Image2.png']['regions']['0']['shape_attributes']\n",
+    "    points_x = polygon['all_points_x']\n",
+    "    points_y = polygon['all_points_y']\n",
+    "\n",
+    "    # Create a blank mask image\n",
+    "    mask = np.zeros((512, 512), dtype=np.uint8)\n",
+    "\n",
+    "    # Convert polygon coordinates to numpy array\n",
+    "    points = np.array(list(zip(points_x, points_y)), np.int32)\n",
+    "\n",
+    "    # Draw the filled polygon on the mask image\n",
+    "    cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "    # Resize the mask image\n",
+    "    resized_mask = cv2.resize(mask, target_size)\n",
+    "\n",
+    "    # Save the resized mask image as a file\n",
+    "    for j in range(0, 12):\n",
+    "        c = str(j)\n",
+    "        if j == 10:\n",
+    "            output_file = f\"./{b} to {a}/image1.png\"\n",
+    "        elif j == 11:\n",
+    "            output_file = f\"./{b} to {a}/image2.png\"\n",
+    "        else:\n",
+    "            output_file = f\"./{b} to {a}/{c}.png\"\n",
+    "\n",
+    "        cv2.imwrite(output_file, resized_mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/293 to 0/0.json b/SS_Annotations/Foggy_to_Sunny_annotate4/293 to 0/0.json
new file mode 100644
index 0000000000000000000000000000000000000000..54831fc4a889613c02f6078d615039ef8a568143
--- /dev/null
+++ b/SS_Annotations/Foggy_to_Sunny_annotate4/293 to 0/0.json	
@@ -0,0 +1,119 @@
+{
+	"info": { "description": "my-project-name" },
+	"images": [
+		{ "id": 1, "width": 512, "height": 256, "file_name": "Image1.png" }
+	],
+	"annotations": [
+		{
+			"id": 0,
+			"iscrowd": 0,
+			"image_id": 1,
+			"category_id": 1,
+			"segmentation": [
+				[
+					124.72813238770678, 108.08510638297865, 113.94799054373516,
+					108.27423167848693, 108.08510638297865, 108.4633569739952,
+					106.00472813238764, 108.27423167848693, 106.95035460992901,
+					111.86761229314413, 105.24822695035455, 113.94799054373516,
+					101.65484633569734, 115.27186761229308, 97.87234042553186,
+					115.65011820330962, 102.03309692671388, 118.67612293144201,
+					105.24822695035455, 121.70212765957439, 110.16548463356968,
+					124.5390070921985, 111.67848699763587, 127.18676122931434,
+					112.24586288416069, 130.401891252955, 113.94799054373516,
+					135.5082742316784, 115.0827423167848, 139.47990543735216,
+					115.27186761229308, 144.39716312056728, 115.27186761229308,
+					153.85342789598099, 114.89361702127653, 160.85106382978714,
+					113.75886524822688, 166.52482269503537, 113.5697399527186,
+					169.55082742316773, 115.8392434988179, 169.92907801418428,
+					114.51536643025997, 172.76595744680841, 113.38061465721033,
+					172.95508274231668, 112.24586288416069, 176.54846335697388,
+					109.78723404255312, 178.6288416075649, 106.3829787234042,
+					179.19621749408972, 102.97872340425526, 179.57446808510628,
+					98.81796690307323, 179.57446808510628, 88.60520094562642,
+					186.00472813238758, 79.338061465721, 190.73286052009445,
+					72.15130023640657, 194.89361702127647, 61.7494089834515,
+					199.9999999999999, 54.75177304964536, 204.34988179669017,
+					53.617021276595715, 208.51063829787222, 50.0236406619385,
+					211.72576832151287, 44.34988179669028, 216.45390070921974,
+					40.378250591016524, 218.72340425531902, 34.7044917257683,
+					220.42553191489347, 22.97872340425531, 220.85106382978714,
+					10.212765957446805, 226.38297872340416, 0, 228.08510638297864, 0,
+					247.659574468085, 45.48463356973993, 246.14657210401876,
+					55.508274231678456, 245.7683215130022, 77.0685579196217,
+					242.74231678486981, 100.33096926713942, 240.47281323877053,
+					124.34988179669023, 238.39243498817953, 144.9645390070921,
+					235.93380614657195, 170.11820330969257, 235.5555555555554,
+					181.08747044917246, 235.17730496453888, 206.61938534278949,
+					232.62411347517715, 232.52955082742304, 229.78723404255305,
+					260.89834515366414, 229.21985815602824, 275.27186761229297,
+					227.89598108747032, 287.37588652482253, 227.32860520094547,
+					290.4018912529549, 225.24822695035448, 294.75177304964524,
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+					220.14184397163106, 291.158392434988, 215.98108747044904,
+					290.2127659574466, 209.17257683215118, 292.29314420803763,
+					203.6879432624112, 296.643026004728, 200.47281323877056,
+					301.18203309692655, 198.20330969267127, 305.34278959810854,
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+					477.446808510638, 234.70449172576818, 439.9999999999997,
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+					349.2198581560282, 159.62174940898336, 325.3900709219856,
+					146.76122931442072, 310.449172576832, 138.25059101654838,
+					293.80614657210384, 131.06382978723397, 281.7021276595743,
+					126.3356973995271, 270.5437352245861, 122.7423167848699,
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+					115.93380614657204, 253.71158392434972, 118.77068557919614,
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+					120.47281323877061, 249.17257683215115, 119.33806146572097,
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+					117.82505910165477, 247.47044917257668, 119.52718676122925,
+					246.14657210401876, 119.52718676122925, 244.06619385342773,
+					119.52718676122925, 244.06619385342773, 117.44680851063822,
+					236.3120567375885, 117.35224586288409, 227.42316784869962,
+					117.54137115839237, 226.66666666666652, 117.54137115839237,
+					226.28841607565, 119.4326241134751, 224.39716312056723,
+					120.75650118203302, 220.04728132387694, 120.1891252955082,
+					218.15602836879418, 119.4326241134751, 217.21040189125281,
+					116.21749408983445, 217.58865248226937, 113.5697399527186,
+					211.34751773049632, 113.38061465721033, 204.917257683215,
+					113.00236406619378, 198.48699763593368, 113.00236406619378,
+					193.75886524822684, 112.81323877068552, 192.43498817966892,
+					113.5697399527186, 192.62411347517718, 118.67612293144201,
+					192.43498817966892, 122.26950354609922, 190.16548463356963,
+					121.32387706855785, 183.9243498817966, 121.32387706855785,
+					173.33333333333323, 121.32387706855785, 160.66193853427887,
+					121.51300236406612, 153.47517730496443, 120.56737588652474,
+					152.71867612293136, 118.67612293144201, 154.23167848699754,
+					116.78486997635926, 154.79905437352235, 114.13711583924344,
+					154.6099290780141, 112.05673758865241, 153.85342789598099,
+					109.59810874704485, 152.3404255319148, 108.08510638297865,
+					150.63829787234033, 109.03073286052003, 149.3144208037824,
+					111.67848699763587, 149.12529550827415, 110.35460992907795,
+					146.85579196217486, 110.73286052009449, 144.9645390070921,
+					110.73286052009449, 143.45153664302592, 110.16548463356968,
+					143.45153664302592, 109.40898345153657, 138.72340425531905,
+					109.21985815602831, 137.21040189125287, 110.54373522458621,
+					134.7517730496453, 110.73286052009449, 131.9148936170212,
+					110.35460992907795, 130.401891252955, 110.16548463356968,
+					130.59101654846327, 108.84160756501176, 130.21276595744672,
+					107.89598108747039
+				]
+			],
+			"bbox": [0, 107.89598108747039, 477.446808510638, 139.76359338061462],
+			"area": 33225.46708470954
+		}
+	],
+	"categories": [{ "id": 1, "name": "road" }]
+}
diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/293 to 0/0.png b/SS_Annotations/Foggy_to_Sunny_annotate4/293 to 0/0.png
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diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/449 to 156/2.png b/SS_Annotations/Foggy_to_Sunny_annotate4/449 to 156/2.png
new file mode 100644
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+					270.16885553470917, 127.75984990619136, 265.3658536585366,
+					123.43714821763602, 256.7204502814259, 121.99624765478424,
+					254.79924953095684, 126.31894934333958, 247.59474671669793,
+					123.91744840525328, 228.86303939962477, 122.95684803001876,
+					222.61913696060037, 119.59474671669794, 214.9343339587242,
+					119.11444652908068
+				]
+			],
+			"bbox": [0, 114.79174484052533, 512, 141.20825515947467],
+			"area": 35635.45519889895
+		}
+	],
+	"categories": [{ "id": 1, "name": "road" }]
+}
diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/3.png b/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/3.png
new file mode 100644
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+++ b/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/3.png	
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+version https://git-lfs.github.com/spec/v1
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diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/6.png b/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/6.png
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index 0000000000000000000000000000000000000000..2313cc86ed57e4a7736e3f773d88a49fe3383089
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diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/7.png b/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/7.png
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diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/8.png b/SS_Annotations/Foggy_to_Sunny_annotate4/585 to 292/8.png
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+version https://git-lfs.github.com/spec/v1
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diff --git a/SS_Annotations/Foggy_to_Sunny_annotate4/coco.ipynb b/SS_Annotations/Foggy_to_Sunny_annotate4/coco.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..0a3afc29e4e3565709e1824477b33780cd71cae9
--- /dev/null
+++ b/SS_Annotations/Foggy_to_Sunny_annotate4/coco.ipynb
@@ -0,0 +1,177 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import cv2\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # Load the JSON file\n",
+    "# for i in range(0,293):\n",
+    "#     # Load the JSON file\n",
+    "#     a = str(i)\n",
+    "#     b = i + 293\n",
+    "#     b = str(b)\n",
+    "#     with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "#         data = json.load(f)\n",
+    "\n",
+    "#     # Get image information\n",
+    "#     image_info = data['images'][0]\n",
+    "#     image_id = image_info['id']\n",
+    "#     image_width = image_info['width']\n",
+    "#     image_height = image_info['height']\n",
+    "#     image_filename = image_info['file_name']\n",
+    "\n",
+    "#     # Get annotation information\n",
+    "#     annotations = data['annotations']\n",
+    "#     segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "#     # Create a blank mask image\n",
+    "#     mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "#     # Draw filled polygons on the mask\n",
+    "#     for segmentation in segmentations:\n",
+    "#         points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "#         cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "#         # Save the mask image as a file\n",
+    "#         for j in range(0,12):\n",
+    "#             if(j == 10):\n",
+    "#                 output_file = f\"./{a} to {b}/image1.png\"\n",
+    "#                 cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "#             elif(j == 11): \n",
+    "#                 output_file = f\"./{a} to {b}/image2.png\"\n",
+    "#                 cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "#             else:\n",
+    "#                 c = str(j)\n",
+    "#                 output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "#                 cv2.imwrite(output_file, mask)\n",
+    "    \n",
+    "   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "FileNotFoundError",
+     "evalue": "[Errno 2] No such file or directory: './0 to 293/0.json'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[3], line 11\u001b[0m\n\u001b[0;32m      9\u001b[0m b \u001b[39m=\u001b[39m i \u001b[39m+\u001b[39m \u001b[39m293\u001b[39m\n\u001b[0;32m     10\u001b[0m b \u001b[39m=\u001b[39m \u001b[39mstr\u001b[39m(b)\n\u001b[1;32m---> 11\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mopen\u001b[39;49m(\u001b[39mf\u001b[39;49m\u001b[39m\"\u001b[39;49m\u001b[39m./\u001b[39;49m\u001b[39m{\u001b[39;49;00ma\u001b[39m}\u001b[39;49;00m\u001b[39m to \u001b[39;49m\u001b[39m{\u001b[39;49;00mb\u001b[39m}\u001b[39;49;00m\u001b[39m/\u001b[39;49m\u001b[39m{\u001b[39;49;00ma\u001b[39m}\u001b[39;49;00m\u001b[39m.json\u001b[39;49m\u001b[39m\"\u001b[39;49m) \u001b[39mas\u001b[39;00m f:\n\u001b[0;32m     12\u001b[0m     data \u001b[39m=\u001b[39m json\u001b[39m.\u001b[39mload(f)\n\u001b[0;32m     14\u001b[0m \u001b[39m# Get image information\u001b[39;00m\n",
+      "File \u001b[1;32mc:\\Users\\dhruv\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\IPython\\core\\interactiveshell.py:282\u001b[0m, in \u001b[0;36m_modified_open\u001b[1;34m(file, *args, **kwargs)\u001b[0m\n\u001b[0;32m    275\u001b[0m \u001b[39mif\u001b[39;00m file \u001b[39min\u001b[39;00m {\u001b[39m0\u001b[39m, \u001b[39m1\u001b[39m, \u001b[39m2\u001b[39m}:\n\u001b[0;32m    276\u001b[0m     \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\n\u001b[0;32m    277\u001b[0m         \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mIPython won\u001b[39m\u001b[39m'\u001b[39m\u001b[39mt let you open fd=\u001b[39m\u001b[39m{\u001b[39;00mfile\u001b[39m}\u001b[39;00m\u001b[39m by default \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m    278\u001b[0m         \u001b[39m\"\u001b[39m\u001b[39mas it is likely to crash IPython. If you know what you are doing, \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m    279\u001b[0m         \u001b[39m\"\u001b[39m\u001b[39myou can use builtins\u001b[39m\u001b[39m'\u001b[39m\u001b[39m open.\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m    280\u001b[0m     )\n\u001b[1;32m--> 282\u001b[0m \u001b[39mreturn\u001b[39;00m io_open(file, \u001b[39m*\u001b[39margs, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkwargs)\n",
+      "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: './0 to 293/0.json'"
+     ]
+    }
+   ],
+   "source": [
+    "import cv2\n",
+    "import json\n",
+    "import numpy as np\n",
+    "\n",
+    "# Load the JSON file\n",
+    "for i in range(0, 293):\n",
+    "    # Load the JSON file\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "        data = json.load(f)\n",
+    "\n",
+    "    # Get image information\n",
+    "    image_info = data['images'][0]\n",
+    "    image_id = image_info['id']\n",
+    "    image_width = image_info['width']\n",
+    "    image_height = image_info['height']\n",
+    "    image_filename = image_info['file_name']\n",
+    "\n",
+    "    # Get annotation information\n",
+    "    annotations = data['annotations']\n",
+    "    segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "    # Create a blank mask image\n",
+    "    mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "    # Draw filled polygons on the mask\n",
+    "    for segmentation in segmentations:\n",
+    "        points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "        cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "    # Resize the mask image to the desired size\n",
+    "    resized_mask = cv2.resize(mask, (256, 512))\n",
+    "\n",
+    "    # Save the resized mask images as files\n",
+    "    for j in range(0, 12):\n",
+    "        if j == 10:\n",
+    "            output_file = f\"./{a} to {b}/image1.png\"\n",
+    "        elif j == 11:\n",
+    "            output_file = f\"./{a} to {b}/image2.png\"\n",
+    "        else:\n",
+    "            c = str(j)\n",
+    "            output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "\n",
+    "        cv2.imwrite(output_file, resized_mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "for i in range(0,292):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    os.rename(f\"C://Users//dhruv//OneDrive//Desktop//segment data//Foggy_to_Sunny_annotate4//{a} to {b}\",f\"C://Users//dhruv//OneDrive//Desktop//segment data//Foggy_to_Sunny_annotate4//{b} to {a}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Rainy_to_Cloudy_annotate1/0 to 293/0.json b/SS_Annotations/Rainy_to_Cloudy_annotate1/0 to 293/0.json
new file mode 100644
index 0000000000000000000000000000000000000000..6884a0c0392ac0bc57b286eaa13c0e79d263eeff
--- /dev/null
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index 0000000000000000000000000000000000000000..79e749c40db81402f85de6d3c7649414477e503b
--- /dev/null
+++ b/SS_Annotations/Rainy_to_Cloudy_annotate1/coco.ipynb
@@ -0,0 +1,138 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import cv2\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Load the JSON file\n",
+    "for i in range(0,293):\n",
+    "    # Load the JSON file\n",
+    "    if(i<152):\n",
+    "        a = str(i)\n",
+    "        b = i + 293\n",
+    "        b = str(b)\n",
+    "        with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "            data = json.load(f)\n",
+    "\n",
+    "        # Get image information\n",
+    "        image_info = data['images'][0]\n",
+    "        image_id = image_info['id']\n",
+    "        image_width = image_info['width']\n",
+    "        image_height = image_info['height']\n",
+    "        image_filename = image_info['file_name']\n",
+    "\n",
+    "        # Get annotation information\n",
+    "        annotations = data['annotations']\n",
+    "        segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "        # Create a blank mask image\n",
+    "        mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "        # Draw filled polygons on the mask\n",
+    "        for segmentation in segmentations:\n",
+    "            points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "            cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "        # Save the mask image as a file\n",
+    "        for j in range(0,12):\n",
+    "            if(j == 10):\n",
+    "                output_file = f\"./{a} to {b}/image1.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "            elif(j == 11): \n",
+    "                output_file = f\"./{a} to {b}/image2.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "            else:\n",
+    "                c = str(j)\n",
+    "                output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "    \n",
+    "    else:\n",
+    "        a = str(i)\n",
+    "        b = i + 293\n",
+    "        b = str(b)\n",
+    "        \n",
+    "        with open(f\"./{a} to {b}/{b}.json\") as f:\n",
+    "            data = json.load(f)\n",
+    "\n",
+    "        # Get image information\n",
+    "        image_info = data['images'][0]\n",
+    "        image_id = image_info['id']\n",
+    "        image_width = image_info['width']\n",
+    "        image_height = image_info['height']\n",
+    "        image_filename = image_info['file_name']\n",
+    "\n",
+    "        # Get annotation information\n",
+    "        annotations = data['annotations']\n",
+    "        segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "        # Create a blank mask image\n",
+    "        mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "        # Draw filled polygons on the mask\n",
+    "        for segmentation in segmentations:\n",
+    "            points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "            cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "        # Save the mask image as a file\n",
+    "        for j in range(0,12):\n",
+    "            \n",
+    "            if(j == 11):\n",
+    "                output_file = f\"./{a} to {b}/image1.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "            elif(j == 12):       \n",
+    "                output_file = f\"./{a} to {b}/image2.png\"\n",
+    "                cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "            else:\n",
+    "                c = str(j)\n",
+    "                output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "                cv2.imwrite(output_file, mask)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Rainy_to_Cloudy_annotate1/process.ipynb b/SS_Annotations/Rainy_to_Cloudy_annotate1/process.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..a52550b890424e5c8280ac04c61694689db0af19
--- /dev/null
+++ b/SS_Annotations/Rainy_to_Cloudy_annotate1/process.ipynb
@@ -0,0 +1,481 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import cv2\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = open(\"./103 to 396/103.json\")\n",
+    "data =json.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'info': {'description': 'my-project-name'},\n",
+       " 'images': [{'id': 1, 'width': 512, 'height': 256, 'file_name': 'Image2.png'}],\n",
+       " 'annotations': [{'id': 0,\n",
+       "   'iscrowd': 0,\n",
+       "   'image_id': 1,\n",
+       "   'category_id': 1,\n",
+       "   'segmentation': [[228.26091854784354,\n",
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+       "     222.91320965296484,\n",
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+       "     113.83719571260102]],\n",
+       "   'bbox': [0, 110.83557951482473, 492.79998894457543, 145.16442048517527],\n",
+       "   'area': 41447.777970923235},\n",
+       "  {'id': 1,\n",
+       "   'iscrowd': 0,\n",
+       "   'image_id': 1,\n",
+       "   'category_id': 1,\n",
+       "   'segmentation': [[121.68625231637459,\n",
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+       "     121.77250568564683]],\n",
+       "   'bbox': [112.88840865060641,\n",
+       "    121.42749220855788,\n",
+       "    16.733153638814002,\n",
+       "    3.925194732056454],\n",
+       "   'area': 44.54865396925976},\n",
+       "  {'id': 2,\n",
+       "   'iscrowd': 0,\n",
+       "   'image_id': 1,\n",
+       "   'category_id': 1,\n",
+       "   'segmentation': [[132.3038229091073,\n",
+       "     121.48234344762933,\n",
+       "     132.3038229091073,\n",
+       "     124.26899076257853,\n",
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+       "   'bbox': [132.3038229091073,\n",
+       "    121.48234344762933,\n",
+       "    4.799225931301407,\n",
+       "    2.7866473149491924],\n",
+       "   'area': 11.360497358799535}],\n",
+       " 'categories': [{'id': 1, 'name': 'road'}]}"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mask_dir = \"./103 to 396/\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "images = data[\"images\"]\n",
+    "annots = data[\"annotations\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'id': 0,\n",
+       "  'iscrowd': 0,\n",
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+       "    132.3038229091073,\n",
+       "    124.26899076257853,\n",
+       "    137.10304884040872,\n",
+       "    123.49492206398153,\n",
+       "    136.94823510068932,\n",
+       "    121.48234344762933]],\n",
+       "  'bbox': [132.3038229091073,\n",
+       "   121.48234344762933,\n",
+       "   4.799225931301407,\n",
+       "   2.7866473149491924],\n",
+       "  'area': 11.360497358799535}]"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# images\n",
+    "# annots"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for x, y in zip(images, annots):\n",
+    "    filename = x[\"file_name\"]\n",
+    "    h = x[\"height\"]\n",
+    "    w = x[\"width\"]\n",
+    "\n",
+    "    mask = np.zeros((h, w))\n",
+    "\n",
+    "    seg = y[\"segmentation\"]\n",
+    "\n",
+    "    for points in seg:\n",
+    "        contours = []\n",
+    "\n",
+    "    for i in range(0, len(points), 2):\n",
+    "        contours.append((points[i], points[i + 1]))\n",
+    "    \n",
+    "    contours = np.array(contours, dtype=np.int32)\n",
+    "    cv2.drawContours(mask, [contours], -1, 255, -1)\n",
+    "\n",
+    "    cv2.imwrite(f\"{mask_dir}/{filename}\", mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "for i in range(71,292):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    os.remove(f\"./{a} to {b}/10.png\")\n",
+    "    os.remove(f\"./{a} to {b}/11.png\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Rainy_to_Cloudy_annotate1/vgg.ipynb b/SS_Annotations/Rainy_to_Cloudy_annotate1/vgg.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..e9d00c8e3082bcd14a6a8ffc7850dd19c46f231b
--- /dev/null
+++ b/SS_Annotations/Rainy_to_Cloudy_annotate1/vgg.ipynb
@@ -0,0 +1,254 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "import cv2\n",
+    "import numpy as np\n",
+    "from PIL import Image, ImageDraw\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# for i in range(0,68):\n",
+    "#     # Load the JSON file\n",
+    "#     a = str(i)\n",
+    "#     # print(\"a:\",a)\n",
+    "#     b = i + 293\n",
+    "#     b = str(b)\n",
+    "#     # print(\"b:\" ,b)\n",
+    "#     with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "#         data = json.load(f)\n",
+    "\n",
+    "#     # Extract polygon coordinates\n",
+    "#     polygon = data['Image2.png']['regions']['0']['shape_attributes']\n",
+    "#     points_x = polygon['all_points_x']\n",
+    "#     points_y = polygon['all_points_y']\n",
+    "\n",
+    "#     # Create a blank mask image\n",
+    "#     mask = np.zeros((512, 512), dtype=np.uint8)\n",
+    "\n",
+    "#     # Convert polygon coordinates to numpy array\n",
+    "#     points = np.array(list(zip(points_x, points_y)), np.int32)\n",
+    "\n",
+    "#     # Draw the filled polygon on the mask image\n",
+    "#     cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "#     for j in range(0,12):\n",
+    "#         # Save the mask image as a file\n",
+    "#         c = str(j)\n",
+    "#         output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "#         cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "#         if(j == 10):\n",
+    "#             c = str(j)\n",
+    "#             output_file = f\"./{a} to {b}/image1.png\"\n",
+    "#             cv2.imwrite(output_file, mask)\n",
+    "       \n",
+    "#         elif(j == 11):\n",
+    "#             c = str(j)\n",
+    "#             output_file = f\"./{a} to {b}/image2.png\"\n",
+    "#             cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "# Define the target size\n",
+    "target_size = (512, 256)\n",
+    "\n",
+    "# Load the JSON file\n",
+    "for i in range(0, 68):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "        data = json.load(f)\n",
+    "\n",
+    "    # Extract polygon coordinates\n",
+    "    polygon = data['Image2.png']['regions']['0']['shape_attributes']\n",
+    "    points_x = polygon['all_points_x']\n",
+    "    points_y = polygon['all_points_y']\n",
+    "\n",
+    "    # Create a blank mask image\n",
+    "    mask = np.zeros((512, 512), dtype=np.uint8)\n",
+    "\n",
+    "    # Convert polygon coordinates to numpy array\n",
+    "    points = np.array(list(zip(points_x, points_y)), np.int32)\n",
+    "\n",
+    "    # Draw the filled polygon on the mask image\n",
+    "    cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "    # Resize the mask image\n",
+    "    resized_mask = cv2.resize(mask, target_size)\n",
+    "\n",
+    "    # Save the resized mask image as a file\n",
+    "    for j in range(0, 12):\n",
+    "        c = str(j)\n",
+    "        if j == 10:\n",
+    "            output_file = f\"./{a} to {b}/image1.png\"\n",
+    "            cv2.imwrite(output_file, resized_mask)\n",
+    "        elif j == 11:\n",
+    "            output_file = f\"./{a} to {b}/image2.png\"\n",
+    "            cv2.imwrite(output_file, resized_mask)\n",
+    "        else:\n",
+    "            output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "            cv2.imwrite(output_file, resized_mask)\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Define the target size\n",
+    "target_size = (512, 256)\n",
+    "\n",
+    "# Function to generate mask images from JSON files\n",
+    "def generate_masks_from_json(json_file_path):\n",
+    "    # Load the JSON file\n",
+    "    with open(json_file_path) as f:\n",
+    "        data = json.load(f)\n",
+    "\n",
+    "    # Extract polygon coordinates\n",
+    "    polygon = data['Image2.png']['regions']['0']['shape_attributes']\n",
+    "    points_x = polygon['all_points_x']\n",
+    "    points_y = polygon['all_points_y']\n",
+    "\n",
+    "    # Create a blank mask image\n",
+    "    mask = np.zeros((512, 512), dtype=np.uint8)\n",
+    "\n",
+    "    # Convert polygon coordinates to numpy array\n",
+    "    points = np.array(list(zip(points_x, points_y)), np.int32)\n",
+    "\n",
+    "    # Draw the filled polygon on the mask image\n",
+    "    cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "    # Resize the mask image\n",
+    "    resized_mask = cv2.resize(mask, target_size)\n",
+    "\n",
+    "    # Save the resized mask images as files\n",
+    "    for j in range(0, 12):\n",
+    "        c = str(j)\n",
+    "        if j == 10:\n",
+    "            output_file = f\"./{a} to {b}/image1.png\"\n",
+    "            cv2.imwrite(output_file, resized_mask)\n",
+    "        elif j == 11:\n",
+    "            output_file = f\"./{a} to {b}/image2.png\"\n",
+    "            cv2.imwrite(output_file, resized_mask)\n",
+    "        else:\n",
+    "            output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "            cv2.imwrite(output_file, resized_mask)\n",
+    "\n",
+    "# Loop through the range of JSON files\n",
+    "for i in range(0, 68):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    json_file_path = f\"./{a} to {b}/{a}.json\"\n",
+    "    generate_masks_from_json(json_file_path)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# open accesss cvf \n",
+    "# neurips\n",
+    "# eccvp\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "c1=0\n",
+    "# Load and preprocess images and masks for Rainy_to_Cloudy directory\n",
+    "for directory_num in range(294):\n",
+    "    # c1=0\n",
+    "    directory_maskpath = f\"./{directory_num} to {directory_num + 293}\"\n",
+    " \n",
+    "    for mask_path in glob.glob(os.path.join(directory_maskpath, \"*.png\")):\n",
+    "        c1=c1+1\n",
+    "\n",
+    "    # if(c1<12):\n",
+    "    #     print(mask_path)   \n",
+    " \n",
+    "  \n",
+    "\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3516"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/0.png b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/0.png
new file mode 100644
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+++ b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/0.png	
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+version https://git-lfs.github.com/spec/v1
+oid sha256:8c803eb61620ea1ef69c18c6905d53bd1db109130d3c69488472abddeb9c6a58
+size 1301
diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/1.png b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/1.png
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diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/2.png b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/2.png
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+++ b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/2.png	
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+version https://git-lfs.github.com/spec/v1
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diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/3.png b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/3.png
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+++ b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/3.png	
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+version https://git-lfs.github.com/spec/v1
+oid sha256:8c803eb61620ea1ef69c18c6905d53bd1db109130d3c69488472abddeb9c6a58
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diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/4.png b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/4.png
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+++ b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/4.png	
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+version https://git-lfs.github.com/spec/v1
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diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/5.png b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/5.png
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+++ b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/5.png	
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+version https://git-lfs.github.com/spec/v1
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diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/6.png b/SS_Annotations/Rainy_to_Sunny_annotate6/293 to 0/6.png
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diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/294 to 1/4.png b/SS_Annotations/Rainy_to_Sunny_annotate6/294 to 1/4.png
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+}
diff --git a/SS_Annotations/Rainy_to_Sunny_annotate6/process.ipynb b/SS_Annotations/Rainy_to_Sunny_annotate6/process.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..7c6a1a4880757110ac23fe7efc3b072c077ff829
--- /dev/null
+++ b/SS_Annotations/Rainy_to_Sunny_annotate6/process.ipynb
@@ -0,0 +1,114 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import cv2\n",
+    "import numpy as np\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "import cv2\n",
+    "import numpy as np\n",
+    "\n",
+    "# Load the JSON file\n",
+    "with open('final.json') as f:\n",
+    "    data = json.load(f)\n",
+    "\n",
+    "# Get image information\n",
+    "images = data['images']\n",
+    "\n",
+    "# Process each image in the JSON\n",
+    "for image in images:\n",
+    "    image_id = image['id']\n",
+    "    image_width = image['width']\n",
+    "    image_height = image['height']\n",
+    "    image_filename = image['file_name']\n",
+    "\n",
+    "    # Find annotations for the current image\n",
+    "    annotations = [anno for anno in data['annotations'] if anno['image_id'] == image_id]\n",
+    "\n",
+    "    # Create a blank mask image\n",
+    "    mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "    # Draw filled polygons on the mask\n",
+    "    for annotation in annotations:\n",
+    "        segmentations = annotation['segmentation']\n",
+    "        for segmentation in segmentations:\n",
+    "            points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "            cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "    # Save the mask image as a file\n",
+    "    output_file = f\"./tp/segmented_{image_filename}\"\n",
+    "    cv2.imwrite(output_file, mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import shutil\n",
+    "\n",
+    "for i in range(0, 293):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "\n",
+    "     # Save the mask image as a file\n",
+    "    for j in range(0, 12):\n",
+    "            if(j == 10):\n",
+    "                output_file = f\"./{b} to {a}/image1.png\"   \n",
+    "                shutil.copy2(f'C://Users//dhruv//OneDrive//Desktop//segment data//Sunny_to_Rainy_annotate5//tp//segmented_image1_{a}.png',output_file) # complete target filename given\n",
+    "            elif(j == 11):\n",
+    "                output_file = f\"./{b} to {a}/image2.png\"\n",
+    "                shutil.copy2(f'C://Users//dhruv//OneDrive//Desktop//segment data//Sunny_to_Rainy_annotate5//tp//segmented_image1_{a}.png',output_file) # complete target filename given  else:\n",
+    "            else:\n",
+    "                c = str(j)\n",
+    "                output_file = f\"./{b} to {a}/{c}.png\"\n",
+    "                shutil.copy2(f'C://Users//dhruv//OneDrive//Desktop//segment data//Sunny_to_Rainy_annotate5//tp//segmented_image1_{a}.png',output_file) # complete target filename given"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/SF/test_mask/Sunny_to_Foggy/Sunny_to_Foggy_mask_0c.png b/SS_Annotations/SF/test_mask/Sunny_to_Foggy/Sunny_to_Foggy_mask_0c.png
new file mode 100644
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diff --git a/SS_Annotations/Sunny_to_Foggy_annotate3/156 to 449/2.png b/SS_Annotations/Sunny_to_Foggy_annotate3/156 to 449/2.png
new file mode 100644
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+version https://git-lfs.github.com/spec/v1
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diff --git a/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/8.png b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/8.png
new file mode 100644
index 0000000000000000000000000000000000000000..9223e090dc3e71c70819989a6301eb6dac6cb19f
--- /dev/null
+++ b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/8.png	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b44de6b5fe9705e22c698226bdf235d3b022eff38a7160141632a402dddd36fa
+size 1313
diff --git a/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/9.png b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/9.png
new file mode 100644
index 0000000000000000000000000000000000000000..9223e090dc3e71c70819989a6301eb6dac6cb19f
--- /dev/null
+++ b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/9.png	
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b44de6b5fe9705e22c698226bdf235d3b022eff38a7160141632a402dddd36fa
+size 1313
diff --git a/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/99.json b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/99.json
new file mode 100644
index 0000000000000000000000000000000000000000..79343132f80049460761b161d65e6a8a5d00ce4b
--- /dev/null
+++ b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/99.json	
@@ -0,0 +1 @@
+{"info":{"description":"my-project-name"},"images":[{"id":1,"width":512,"height":256,"file_name":"Image1.png"}],"annotations":[{"id":0,"iscrowd":0,"image_id":1,"category_id":1,"segmentation":[[0,186.75181233369605,0.6502148720972419,181.82873730043528,1.8887247898524417,180.2805999032413,13.49975526880744,177.95839380745028,25.42041322720124,174.24286405418468,38.73439484306964,169.1340106434445,54.83502377388724,165.8829221093371,57.466857349117035,166.81180454765348,57.93129856827524,168.94823226596506,59.479435965469236,172.19932080007246,63.81422067761244,172.81857575895006,69.38751530751084,171.7658442186743,73.72230001965404,170.80599714259785,76.19931985516443,166.62602617017404,76.81857481404204,162.75568267718904,77.59264351263904,157.64682926644886,80.84373204674644,155.16980943093844,84.86888927945084,155.63425065009665,89.66811521075223,155.35558780841788,92.91920374485963,157.5229801644895,98.33768463503864,157.5229801644895,101.12433194998783,154.7363328495403,101.43395942942664,151.17561683599408,101.58877316914604,150.0919206579583,108.71020519623843,146.8408321238509,113.97387234669803,145.7571359458151,114.59312730557563,147.46008708272848,115.83163722333083,149.6274794388001,120.16642429774423,149.7822931785195,122.64344413325463,149.3178519593613,124.81083648932623,149.0082244799225,125.27527770848444,146.2215771649733,126.35897388652023,144.05418480890168,126.35897388652023,141.2675374939525,126.66860136595903,140.02902757619728,130.53894485894403,139.4097726173197,141.22109349015017,140.18384131591668,149.73584917471717,139.5645863570391,154.84470258545738,138.7905176584421,160.88243843451397,138.0164489598451,161.50169339339158,139.71940009675848,162.7402033111468,141.7319787131107,165.49588776003858,142.0416061925495,169.21141751330418,141.5771649733913,169.6758587324624,140.27673522919682,169.9854862119012,136.25157799649241,172.77213352685038,135.4775092978954,175.71359458151898,134.7653604257377,175.86840832123838,136.00387034349288,178.03580067731,137.8616352201257,181.19400002267767,137.644901653967,183.98064733762686,136.25157799649241,184.90952977594327,134.7034405992984,184.90952977594327,132.226420763788,184.6927914852442,127.82970677612472,184.6927914852442,124.73343198173673,184.38316400580538,122.87566710510393,183.76390904692778,121.01790222847113,187.16981132075458,120.08901979015474,195.68456700532158,119.93420605043534,205.00435602624563,117.92162743408313,214.44799414912902,116.99274499576673,225.284955929487,115.90904881773093,233.33527039489582,114.20609768081754,238.44412380563602,113.74165646165933,242.46928103834043,112.50314654390414,246.80406575048363,111.26463662614893,251.4484779420656,110.49056792755194,252.40832501814205,111.57426410558773,251.94388379898385,112.81277402334293,251.94388379898385,115.28979385885333,251.94388379898385,116.06386255745034,255.50459981253007,116.21867629716974,256.2786685111271,113.89647020137873,260.1490120041121,113.43202898222053,266.6511890723269,113.43202898222053,267.11563029148505,114.98016637941453,267.5800715106433,116.06386255745034,269.74746386671484,115.90904881773093,271.29560126390885,115.44460759857273,271.4504150036283,114.05128394109813,271.4504150036283,111.10982288642953,271.60522874334765,109.25205800979673,271.4504150036283,106.77503817428634,272.22448370222526,105.53652825653113,272.68892492138343,108.01354809204153,273.46299361998047,109.25205800979673,273.61780735969984,111.10982288642953,274.3918760582969,112.81277402334293,277.33333711296547,112.81277402334293,277.33333711296547,114.05128394109813,277.33333711296547,117.76681369436373,280.42961190735343,118.07644117380254,281.51330808538927,116.68311751632793,285.6932790578131,115.75423507801153,291.88582864658906,115.75423507801153,295.44654466013526,115.75423507801153,296.83986831760984,117.92162743408313,299.31688815312026,118.54088239296073,300.36961969339603,117.76681369436373,301.29850213171244,114.82535263969513,300.98887465227364,112.03870532474593,299.2549588776002,107.54910687288333,301.2675374939524,106.77503817428634,302.97048863086576,106.31059695512813,305.3236593644168,108.78761679063854,305.16884562469744,110.64538166727134,305.478482553217,114.54668979801637,306.4073649915334,116.24964093492977,308.7295710873244,117.48815085268497,312.7547283200288,118.41703329100137,318.32802294992723,118.10740581156257,318.32802294992723,120.73923938679236,321.733925223754,121.51330808538937,323.12724888122864,118.41703329100137,326.37833741533603,117.79777833212377,326.8427786344942,121.20368060595057,330.7131221274792,122.59700426342516,335.3884895077405,121.91582002902749,336.16255820633745,120.9869375907111,336.16255820633745,118.35510401548129,341.27141161707766,118.66473149492009,343.7484314525881,119.2839864537977,345.91582380865964,119.2839864537977,345.91582380865964,116.80696661828729,347.3091474661343,117.1165940977261,347.3091474661343,119.2839864537977,348.54765738388943,122.07063376874689,352.696673167634,123.18529458454273,354.2448105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\ No newline at end of file
diff --git a/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/image1.png b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/image1.png
new file mode 100644
index 0000000000000000000000000000000000000000..9223e090dc3e71c70819989a6301eb6dac6cb19f
--- /dev/null
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diff --git a/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/image2.png b/SS_Annotations/Sunny_to_Foggy_annotate3/99 to 392/image2.png
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diff --git a/SS_Annotations/Sunny_to_Foggy_annotate3/coco.ipynb b/SS_Annotations/Sunny_to_Foggy_annotate3/coco.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..733122f754ae38c0590a701e9ce16170ec1571b5
--- /dev/null
+++ b/SS_Annotations/Sunny_to_Foggy_annotate3/coco.ipynb
@@ -0,0 +1,193 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import cv2\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import glob\n",
+    "from matplotlib import pyplot as plt\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# # Load the JSON file\n",
+    "# for i in range(0,293):\n",
+    "#     # Load the JSON file\n",
+    "#     a = str(i)\n",
+    "#     b = i + 293\n",
+    "#     b = str(b)\n",
+    "#     with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "#         data = json.load(f)\n",
+    "\n",
+    "#     # Get image information\n",
+    "#     image_info = data['images'][0]\n",
+    "#     image_id = image_info['id']\n",
+    "#     image_width = image_info['width']\n",
+    "#     image_height = image_info['height']\n",
+    "#     image_filename = image_info['file_name']\n",
+    "\n",
+    "#     # Get annotation information\n",
+    "#     annotations = data['annotations']\n",
+    "#     segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "#     # Create a blank mask image\n",
+    "#     mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "#     # Draw filled polygons on the mask\n",
+    "#     for segmentation in segmentations:\n",
+    "#         points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "#         cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "#         # Save the mask image as a file\n",
+    "#         for j in range(0,12):\n",
+    "#             if(j == 10):\n",
+    "#                 output_file = f\"./{a} to {b}/image1.png\"\n",
+    "#                 cv2.imwrite(output_file, mask)\n",
+    "        \n",
+    "#             elif(j == 11): \n",
+    "#                 output_file = f\"./{a} to {b}/image2.png\"\n",
+    "#                 cv2.imwrite(output_file, mask)\n",
+    "\n",
+    "#             else:\n",
+    "#                 c = str(j)\n",
+    "#                 output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "#                 cv2.imwrite(output_file, mask)\n",
+    "    \n",
+    "   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import cv2\n",
+    "import json\n",
+    "import numpy as np\n",
+    "\n",
+    "# Load the JSON file\n",
+    "for i in range(0, 293):\n",
+    "    # Load the JSON file\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "    with open(f\"./{a} to {b}/{a}.json\") as f:\n",
+    "        data = json.load(f)\n",
+    "\n",
+    "    # Get image information\n",
+    "    image_info = data['images'][0]\n",
+    "    image_id = image_info['id']\n",
+    "    image_width = image_info['width']\n",
+    "    image_height = image_info['height']\n",
+    "    image_filename = image_info['file_name']\n",
+    "\n",
+    "    # Get annotation information\n",
+    "    annotations = data['annotations']\n",
+    "    segmentations = [anno['segmentation'][0] for anno in annotations]\n",
+    "\n",
+    "    # Create a blank mask image\n",
+    "    mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "    # Draw filled polygons on the mask\n",
+    "    for segmentation in segmentations:\n",
+    "        points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "        cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "    # Resize the mask image to the desired size\n",
+    "    resized_mask = cv2.resize(mask, (512, 256))\n",
+    "\n",
+    "    # Save the resized mask images as files\n",
+    "    for j in range(0, 12):\n",
+    "        if j == 10:\n",
+    "            output_file = f\"./{a} to {b}/image1.png\"\n",
+    "        elif j == 11:\n",
+    "            output_file = f\"./{a} to {b}/image2.png\"\n",
+    "        else:\n",
+    "            c = str(j)\n",
+    "            output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "\n",
+    "        cv2.imwrite(output_file, resized_mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "c1=0\n",
+    "# Load and preprocess images and masks for Rainy_to_Cloudy directory\n",
+    "for directory_num in range(294):\n",
+    "    # c1=0\n",
+    "    directory_maskpath = f\"./{directory_num} to {directory_num + 293}\"\n",
+    " \n",
+    "    for mask_path in glob.glob(os.path.join(directory_maskpath, \"*.png\")):\n",
+    "        c1=c1+1\n",
+    "\n",
+    "    # if(c1<12):\n",
+    "    #     print(mask_path)   \n",
+    " "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3516"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/SS_Annotations/Sunny_to_Rainy_annotate5/0 to 293/0.png b/SS_Annotations/Sunny_to_Rainy_annotate5/0 to 293/0.png
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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
+oid sha256:8c803eb61620ea1ef69c18c6905d53bd1db109130d3c69488472abddeb9c6a58
+size 1301
diff --git a/SS_Annotations/Sunny_to_Rainy_annotate5/0 to 293/2.png b/SS_Annotations/Sunny_to_Rainy_annotate5/0 to 293/2.png
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 1301
diff --git a/SS_Annotations/Sunny_to_Rainy_annotate5/0 to 293/3.png b/SS_Annotations/Sunny_to_Rainy_annotate5/0 to 293/3.png
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diff --git a/SS_Annotations/Sunny_to_Rainy_annotate5/process.ipynb b/SS_Annotations/Sunny_to_Rainy_annotate5/process.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..dfafffcc5cc3c1c042eb8fed47ccbde51a72d2d9
--- /dev/null
+++ b/SS_Annotations/Sunny_to_Rainy_annotate5/process.ipynb
@@ -0,0 +1,202 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import cv2\n",
+    "import numpy as np\n",
+    "import json\n",
+    "import glob\n",
+    "from matplotlib import pyplot as plt\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# import json\n",
+    "# import cv2\n",
+    "# import numpy as np\n",
+    "\n",
+    "# # Load the JSON file\n",
+    "# with open('final.json') as f:\n",
+    "#     data = json.load(f)\n",
+    "\n",
+    "# # Get image information\n",
+    "# images = data['images']\n",
+    "\n",
+    "# # Process each image in the JSON\n",
+    "# for image in images:\n",
+    "#     image_id = image['id']\n",
+    "#     image_width = image['width']\n",
+    "#     image_height = image['height']\n",
+    "#     image_filename = image['file_name']\n",
+    "\n",
+    "#     # Find annotations for the current image\n",
+    "#     annotations = [anno for anno in data['annotations'] if anno['image_id'] == image_id]\n",
+    "\n",
+    "#     # Create a blank mask image\n",
+    "#     mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "#     # Draw filled polygons on the mask\n",
+    "#     for annotation in annotations:\n",
+    "#         segmentations = annotation['segmentation']\n",
+    "#         for segmentation in segmentations:\n",
+    "#             points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "#             cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "#     # Save the mask image as a file\n",
+    "#     output_file = f\"./tp/segmented_{image_filename}\"\n",
+    "#     cv2.imwrite(output_file, mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "\n",
+    "# Define the target size\n",
+    "target_size = (512, 256)\n",
+    "\n",
+    "# Load the JSON file\n",
+    "with open('final.json') as f:\n",
+    "    data = json.load(f)\n",
+    "\n",
+    "# Get image information\n",
+    "images = data['images']\n",
+    "\n",
+    "# Process each image in the JSON\n",
+    "for image in images:\n",
+    "    image_id = image['id']\n",
+    "    image_width = image['width']\n",
+    "    image_height = image['height']\n",
+    "    image_filename = image['file_name']\n",
+    "\n",
+    "    # Find annotations for the current image\n",
+    "    annotations = [anno for anno in data['annotations'] if anno['image_id'] == image_id]\n",
+    "\n",
+    "    # Create a blank mask image\n",
+    "    mask = np.zeros((image_height, image_width), dtype=np.uint8)\n",
+    "\n",
+    "    # Draw filled polygons on the mask\n",
+    "    for annotation in annotations:\n",
+    "        segmentations = annotation['segmentation']\n",
+    "        for segmentation in segmentations:\n",
+    "            points = np.array(segmentation, np.int32).reshape((-1, 2))\n",
+    "            cv2.fillPoly(mask, [points], color=255)\n",
+    "\n",
+    "    # Resize the mask image\n",
+    "    resized_mask = cv2.resize(mask, target_size)\n",
+    "\n",
+    "    # Save the resized mask image as a file\n",
+    "    output_file = f\"./tp/segmented_{image_filename}\"\n",
+    "    cv2.imwrite(output_file, resized_mask)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import shutil\n",
+    "\n",
+    "for i in range(0, 293):\n",
+    "    a = str(i)\n",
+    "    b = i + 293\n",
+    "    b = str(b)\n",
+    "\n",
+    "     # Save the mask image as a file\n",
+    "    for j in range(0, 12):\n",
+    "            if(j == 10):\n",
+    "                output_file = f\"./{a} to {b}/image1.png\"   \n",
+    "                shutil.copy2(f'C://Users//dhruv//OneDrive//Desktop//segment data//Sunny_to_Rainy_annotate5//tp//segmented_image1_{a}.png',output_file) # complete target filename given\n",
+    "            elif(j == 11):\n",
+    "                output_file = f\"./{a} to {b}/image2.png\"\n",
+    "                shutil.copy2(f'C://Users//dhruv//OneDrive//Desktop//segment data//Sunny_to_Rainy_annotate5//tp//segmented_image1_{a}.png',output_file) # complete target filename given  else:\n",
+    "            else:\n",
+    "                c = str(j)\n",
+    "                output_file = f\"./{a} to {b}/{c}.png\"\n",
+    "                shutil.copy2(f'C://Users//dhruv//OneDrive//Desktop//segment data//Sunny_to_Rainy_annotate5//tp//segmented_image1_{a}.png',output_file) # complete target filename given"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "c1=0\n",
+    "# Load and preprocess images and masks for Rainy_to_Cloudy directory\n",
+    "for directory_num in range(294):\n",
+    "    # c1=0\n",
+    "    directory_maskpath = f\"./{directory_num} to {directory_num + 293}\"\n",
+    " \n",
+    "    for mask_path in glob.glob(os.path.join(directory_maskpath, \"*.png\")):\n",
+    "        c1=c1+1\n",
+    "\n",
+    "    # if(c1<12):\n",
+    "    #     print(mask_path)   \n",
+    " "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3516"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "c1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.5"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
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