In Progress

Fix JS module of real time map dashboard project made with JS + python + flask + amcharts (most of the code is done)

I want to create a real time map dashboard using JS + python + flask + amcharts, most of the code is already done, I just need the final part which is connecting amcharts with new locations in real time that comes from an API.

Description of the overall system:

I'm creating a fraud detection solution. The code can be found in the branch fraud_map of this repo: [login to view URL] The first part is a machine learning model that learns when a credit card transaction is fraudulent or not. I created an API in flask to access the machine learning model. This part is finished.

The second part is the visualization in amcharts of a world map of showing the locations of fraudulent and fair transactions. When I make a call to the API, with information of the credit card transaction, the model predicts if the transaction is fair or fraudulent. This part is done, as it is shown in this code: [login to view URL] The next step is to show in the map the location of the fraudulent transaction. This is the part that I need help with. If the transaction is fraudulent, I need a new point in the map of color red. If the transaction is fair, the new point will be blue.

Description of the parts finished:

1) machine learning model that predicts whether a credit card transaction is fair or fraudulent.

2) API that given an input with a card transaction, calls the machine learning model and returns a prediction in json.

3) Map using amcharts of the world showing the coordinates of cities. The points are in red and use a pulse to highlight the location.

Description of the work to do:

1) Add the needed code to allow a real time update of the map. When I do a new call to the API, calling to http://localhost:5000/predict_map with a json of the creadit card information, I want to create a new point on the map representing the location where the transaction is being done. If the transaction is fair, the point has to be blue, if it is fraudulent, the point has to be red.

Skills: Flask, HTML, Javascript, Python

See more: chart js world map, javascript world map interactive, interactive javascript maps, ammap demo, amcharts map example, machine learning github projects, javascript map chart, amcharts map, real time eye tracking project matlab, occupy oakland real time map, real time image processing project using labview, drupal module real time, real time map taxis, final year engineering project report gps mobile based tracking google map real time, real time google map location tracking code

About the Employer:
( 0 reviews ) United Kingdom

Project ID: #17186439

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£18 GBP in 1 day
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ludwig333

hello Thanks for you reading my proposal. I have rich experiences with Python web frameworks like Django and Flask. I will give you good result Please let us discuss

£18 GBP in 1 day
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ajthorpe

Hi there, If all that needs to be done is converting GPS coordinates to display a point on a chart, then this sounds quite straightforward and I'll be able to have it done by tomorrow. I look forward to hearing f More

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