Object Detection and Classification Images from Google Earth

Κλειστό Αναρτήθηκε Πριν 3 χρόνια Πληρώθηκε κατά την παράδοση
Κλειστό Πληρώθηκε κατά την παράδοση

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 Αρχιτεκτονική Λογισμικού Java Εξόρυξη Δεδομένων Machine Learning (ML)

Ταυτότητα Εργασίας: #24804409

Σχετικά με την εργασία

4 προτάσεις Απομακρυσμένη εργασία Ενεργό Πριν 3 χρόνια

4 freelancers κάνουν προσφορές κατά μέσο όρο ₹52014 για αυτή τη δουλειά

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. Περισσότερα

₹10556 INR σε 19 μέρες
(0 Αξιολογήσεις)
0.0
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 Περισσότερα

₹35000 INR σε 7 μέρες
(0 Αξιολογήσεις)
0.0
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

₹12500 INR σε 20 μέρες
(0 Αξιολογήσεις)
0.0