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1 change: 1 addition & 0 deletions ML/Backend
Submodule Backend added at dcf532
Binary file added ML/appv2/Model.h5
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Binary file added ML/appv2/Sample Missing Persons FIRS.xlsx
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Binary file added ML/appv2/Screenshot 2022-12-29 160007.png
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46 changes: 46 additions & 0 deletions ML/appv2/police.py
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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()
6 changes: 6 additions & 0 deletions ML/final_data/.ipynb_checkpoints/Untitled-checkpoint.ipynb
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{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 5
}
6 changes: 6 additions & 0 deletions ML/final_data/.ipynb_checkpoints/Untitled1-checkpoint.ipynb
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{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 5
}
6 changes: 6 additions & 0 deletions ML/final_data/.ipynb_checkpoints/Untitled2-checkpoint.ipynb
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{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 5
}
6 changes: 6 additions & 0 deletions ML/final_data/.ipynb_checkpoints/Untitled3-checkpoint.ipynb
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{
"cells": [],
"metadata": {},
"nbformat": 4,
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6 changes: 6 additions & 0 deletions ML/final_data/.ipynb_checkpoints/Untitled4-checkpoint.ipynb
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{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 5
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6 changes: 6 additions & 0 deletions ML/final_data/.ipynb_checkpoints/dqwdqwdqwd-checkpoint.ipynb
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{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 5
}
Binary file added ML/final_data/Model.h5
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Binary file added ML/final_data/Sample Missing Persons FIRS.xlsx
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