diff --git a/ML/Backend b/ML/Backend
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--- /dev/null
+++ b/ML/Backend
@@ -0,0 +1 @@
+Subproject commit dcf532b909fd4f04a4882e1ca5f56bc36262ff9a
diff --git a/ML/appv2/Model.h5 b/ML/appv2/Model.h5
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diff --git a/ML/appv2/Sample Missing Persons FIRS.xlsx b/ML/appv2/Sample Missing Persons FIRS.xlsx
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diff --git a/ML/appv2/Screenshot 2022-12-29 160007.png b/ML/appv2/Screenshot 2022-12-29 160007.png
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diff --git a/ML/appv2/police.py b/ML/appv2/police.py
new file mode 100644
index 00000000..3c8503b7
--- /dev/null
+++ b/ML/appv2/police.py
@@ -0,0 +1,46 @@
+from flask import Flask,jsonify,request
+import numpy as np
+import cv2
+import os
+import tensorflow as tf
+import pandas as pd
+train_df = pd.read_excel("Sample Missing Persons FIRS.xlsx")
+ing = train_df["Photo_Full_front"].to_dict()
+
+
+model = tf.keras.models.load_model("Model.h5")
+app = Flask(__name__)
+
+@app.route("/")
+def home():
+    return jsonify("Hello ur connected to the server")
+
+
+@app.route("/image",methods=['POST'])
+def pred():
+    if request.method == 'POST':
+        file=request.files["image"]
+        file.save(file.filename)
+        test_img = cv2.imread(file.filename)
+        image=tf.image.resize(test_img,(224,224))
+        image = np.expand_dims(image, axis=0)
+        image_p=image/255.
+       
+        pre = model.predict(image_p)
+
+          
+       
+    return jsonify(ing[pre.argmax()])
+
+
+@app.route("/imagessssss", methods=["POST"])
+def receive_image():
+    image = request.files["image"].read()
+    # do something with the image, such as save it to disk
+    return "Image received!"
+
+
+
+
+if __name__ == "__main__":
+    app.run()
\ No newline at end of file
diff --git a/ML/final_data/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/ML/final_data/.ipynb_checkpoints/Untitled-checkpoint.ipynb
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--- /dev/null
+++ b/ML/final_data/.ipynb_checkpoints/Untitled-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/ML/final_data/.ipynb_checkpoints/Untitled1-checkpoint.ipynb b/ML/final_data/.ipynb_checkpoints/Untitled1-checkpoint.ipynb
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index 00000000..363fcab7
--- /dev/null
+++ b/ML/final_data/.ipynb_checkpoints/Untitled1-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/ML/final_data/.ipynb_checkpoints/Untitled2-checkpoint.ipynb b/ML/final_data/.ipynb_checkpoints/Untitled2-checkpoint.ipynb
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index 00000000..363fcab7
--- /dev/null
+++ b/ML/final_data/.ipynb_checkpoints/Untitled2-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/ML/final_data/.ipynb_checkpoints/Untitled3-checkpoint.ipynb b/ML/final_data/.ipynb_checkpoints/Untitled3-checkpoint.ipynb
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index 00000000..363fcab7
--- /dev/null
+++ b/ML/final_data/.ipynb_checkpoints/Untitled3-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/ML/final_data/.ipynb_checkpoints/Untitled4-checkpoint.ipynb b/ML/final_data/.ipynb_checkpoints/Untitled4-checkpoint.ipynb
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index 00000000..363fcab7
--- /dev/null
+++ b/ML/final_data/.ipynb_checkpoints/Untitled4-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/ML/final_data/.ipynb_checkpoints/dqwdqwdqwd-checkpoint.ipynb b/ML/final_data/.ipynb_checkpoints/dqwdqwdqwd-checkpoint.ipynb
new file mode 100644
index 00000000..363fcab7
--- /dev/null
+++ b/ML/final_data/.ipynb_checkpoints/dqwdqwdqwd-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/ML/final_data/Model.h5 b/ML/final_data/Model.h5
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2281b484",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c6893f66",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "42f745d0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import tensorflow as tf\n",
+    "import numpy as np\n",
+    "import os\n",
+    "os.environ[\"KMP_DUPLICATE_LIB_OK\"]=\"TRUE\"\n",
+    "import numpy as np\n",
+    "import cv2\n",
+    "\n",
+    "def load_data(dataset_path):\n",
+    "  \n",
+    "\n",
+    "    images = []\n",
+    "    labels = []\n",
+    "\n",
+    "    classes = os.listdir(dataset_path)\n",
+    "    for i, c in enumerate(classes):\n",
+    "        class_path = os.path.join(dataset_path, c)\n",
+    "        image_path = os.path.join(class_path, os.listdir(class_path)[0])\n",
+    "        image = cv2.imread(image_path)\n",
+    "        image = cv2.resize(image,(224,224))\n",
+    "        images.append(image)\n",
+    "        labels.append(i)\n",
+    "\n",
+    "    return np.array(images), np.array(labels)\n",
+    "\n",
+    "\n",
+    "def preprocess_data(images, labels):\n",
+    " \n",
+    "    images = images / 255.0\n",
+    "\n",
+    "    labels = tf.keras.utils.to_categorical(labels, num_classes=488)\n",
+    "\n",
+    "    \n",
+    "    indices = np.arange(images.shape[0])\n",
+    "    np.random.shuffle(indices)\n",
+    "    images = images[indices]\n",
+    "    labels = labels[indices]\n",
+    "    split = int(0.8 * images.shape[0])\n",
+    "    train_images = images\n",
+    "    test_images = images[split:]\n",
+    "    train_labels = labels\n",
+    "    test_labels = labels[split:]\n",
+    "\n",
+    " \n",
+    "    train_datagen = tf.keras.preprocessing.image.ImageDataGenerator(\n",
+    "        rotation_range=30,\n",
+    "        width_shift_range=0.2,\n",
+    "        height_shift_range=0.2,\n",
+    "        shear_range=0.2,\n",
+    "        zoom_range=0.2,\n",
+    "        horizontal_flip=True,\n",
+    "        fill_mode='nearest'\n",
+    "    )\n",
+    "    train_datagen.fit(train_images)\n",
+    "    return train_images, train_labels, test_images, test_labels, train_datagen\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1b46c8db",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "images, labels = load_data('datas/')\n",
+    "  \n",
+    "\n",
+    "train_images, train_labels, test_images, test_labels, train_datagen = preprocess_data(images, labels)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ec77761c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "96590519",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "images = tf.keras.applications.mobilenet.preprocess_input(images)\n",
+    "\n",
+    "base_model = tf.keras.applications.MobileNetV2(include_top=False,\n",
+    "                                                weights='imagenet')\n",
+    "\n",
+    "base_model.trainable = False\n",
+    "\n",
+    "model = tf.keras.models.Sequential([\n",
+    "    base_model,\n",
+    "    tf.keras.layers.GlobalAveragePooling2D(),\n",
+    "    tf.keras.layers.Dense(488, activation='softmax')\n",
+    "])\n",
+    "\n",
+    "model.compile(optimizer='adam',\n",
+    "              loss='categorical_crossentropy',\n",
+    "              metrics=['accuracy'])\n",
+    "\n",
+    "\n",
+    "model.fit(train_images,train_labels, epochs=10, batch_size=32)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "657024b0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "model.save(\"Model.h5\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "892fd5f0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "converter = tf.lite.TFLiteConverter.from_keras_model(model)\n",
+    "tflite_model = converter.convert()\n",
+    "\n",
+    "# Save the model.\n",
+    "with open('model.tflite', 'wb') as f:\n",
+    "  f.write(tflite_model)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "db3f5526",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "img = train_images[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "82761bbf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "test_img = cv2.imread(\"missing_FIR _images/image_0_1530.jpeg\")\n",
+    "image=tf.image.resize(test_img,(224,224))\n",
+    "image = np.expand_dims(image, axis=0)\n",
+    "image_p=image/255."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c501af7f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "image = np.expand_dims(img, axis=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "44ece6ba",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = train_labels"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6f8e1456",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = np.expand_dims(f, axis=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "80936426",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f.argmax()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "41de35ed",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pre = model.predict(image_p)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d7152cc0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pre.argmax()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5aecefc3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4b32f7e8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "train_df = pd.read_excel(\"Sample Missing Persons FIRS.xlsx\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "18e9b7a8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fff= train_df.to_dict()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "67dc75c7",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "train_df[\"Photo_Full_front\"].to_list()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "20f4b8b1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = train_df.where(train_df['Photo_Full_front']==\"Scan_20230#_ae729682-d77d-4c78-a213-3b84bfff06e21259.jpg\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "46781c51",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f = a.dropna().to_json()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "98d56681",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "36ee7dc5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ing = train_df[\"Photo_Full_front\"].to_dict()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "eb6ab648",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ing[pre.argmax()]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "25f0ddc2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_gen = tf.keras.preprocessing.image.ImageDataGenerator(rescale =1/255.,\n",
+    "    rotation_range=45,\n",
+    "    width_shift_range=0.2,\n",
+    "    height_shift_range=0.2,\n",
+    "    zoom_range=0.2,\n",
+    "    horizontal_flip=True\n",
+    ")\n",
+    "\n",
+    "\n",
+    "data_gen.fit(images)\n",
+    "\n",
+    "\n",
+    "images_augmented, labels_augmented = next(data_gen.flow(images, labels, batch_size=len(images)))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "20ea69e2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "labels"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "324b85f9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "images.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "7ca1087d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "img= cv2.imread(\"datas/0009#_33fee390-f612-4acc-8dc3-b4e6bb61f8b81172_page-0001/0009#_33fee390-f612-4acc-8dc3-b4e6bb61f8b81172_page-0001.jpg\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a0719222",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "img.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b2b606d7",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.11.1"
+  },
+  "vscode": {
+   "interpreter": {
+    "hash": "f9358928f190410cf529a417785756cd1d764b75d3fb661dab4eb897a1b82284"
+   }
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
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diff --git a/ML/final_data/missing_FIR _images/ui cases49#_a5563a0e-26f7-4aba-b580-d7d019b0ad14297.jpg b/ML/final_data/missing_FIR _images/ui cases49#_a5563a0e-26f7-4aba-b580-d7d019b0ad14297.jpg
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diff --git a/ML/final_data/police.py b/ML/final_data/police.py
new file mode 100644
index 00000000..ede949da
--- /dev/null
+++ b/ML/final_data/police.py
@@ -0,0 +1,33 @@
+from flask import Flask,jsonify,request
+import numpy as np
+import cv2
+import os
+import tensorflow as tf
+import pandas as pd
+train_df = pd.read_excel("Sample Missing Persons FIRS.xlsx")
+ing = train_df["Photo_Full_front"].to_dict()
+
+
+model = tf.keras.models.load_model("Model.h5")
+app = Flask(__name__)
+
+@app.route("/")
+def home():
+    return jsonify("Hello ur connected to the server")
+
+
+@app.route("/image",methods=['POST'])
+def pred():
+    if request.method == 'POST':
+        file=request.files["image"]
+        file.save(file.filename)
+        test_img = cv2.imread(file.filename)
+        image=tf.image.resize(test_img,(224,224))
+        image = np.expand_dims(image, axis=0)
+        image_p=image/255.
+       
+        pre = model.predict(image_p)
+
+          
+       
+    return jsonify(ing[pre.argmax()])
\ No newline at end of file
diff --git a/README.md b/README.md
index 578bb9cc..1e452142 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 # ksp-submission
 This repository is created for Karnataka State Police Hackathon 2023 - submission collection. 
 ## Team Information
-### Team Name -
-### Problem Statement -
+### Team Name - Bhagwan Bharose
+### Problem Statement - AI Face Detection