Object Detection and Classification Images from Google Earth
₹1500-12500 INR
Pagato alla consegna
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.
Rif. progetto: #24804409
Info sul progetto
4 freelance hanno fatto un'offerta media di ₹52014 per questo lavoro
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. Altro
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 Altro
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