Object Detection and Classification Images from Google Earth

Closed Posted 3 years ago Paid on delivery
Closed Paid on delivery

Object Detection of tall objects such as Minerates, Radio Towers (Cellular, TV, Radio, ... etc) is required to be undertaken.

Inputs: For the projects Datapoints on google earth in the form of kml file can be shared if required. Data freely available can be utilised.

Language of programming: Python Jupyter Notebooks

Steps of work:

Notebook 1 Creating Dataset (Chips) using kml File as input.

Notebook 2 Dataset enhancement using GANs.

Notebook 3 Training of Deep Neural Network on Dataset. Validation and testing.

Notebook 4 Input pipeline to detect objects from a given images in a directory. Output should be a bounding boxed image. With a Json file of objects detected and a .csv file. User should have the option to check which objects he is interested in detection in the Jupyter Notebook.

Text File describing all steps neatly for demonstration on a standalone PC is required to be given.

Notebook 5 Creation of a text report of objects detected using .csv file.

Budgetary constraints and hence negotiable.

Python Software Architecture Java Data Mining Machine Learning (ML)

Project ID: #24804409

About the project

4 proposals Remote project Active 3 years ago

4 freelancers are bidding on average ₹52014 for this job

ahmedsonic

hi, I'm a data scientist with 3 years of experience using machine learning and specially deep NN, such as CNN and RNN, also i have a good experience in programming and i built different systems in different platforms. More

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ahmedelhelow

Hello, I just have obtained my master's degree, and finished three machine learning and artificial intelligence projects. I used tensorflow, keras and openCV with CNN, SVM, Qlearning and A-star algorithms. I even taug More

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abhinavmaurya747

I am a ML/NN/DL/CNN/RNN/NLP/Image Processing/Computer Vision expert. Lets talk further with the project meanwhile you can check my profile. Thanks

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