- 🔭 Currently working on: Global Water Quality Analysis using Remote Sensing (CyanoHABs, Salinity, TSS Modeling)
- 🌱 Currently learning: Deep learning, Computer Vision, NLP and Geography.
- 👯 Looking to collaborate with AI/ML/DL and/or Water Quality enthusiasts in the Remote Sensing Community.
- ⚡ My Interests: Biophysical Modeling, Satellite Image Processing, Machine/Deep Learning, NLP, Google Earth Engine, Environment Conservation, Astronomy ✨
- 📫 How to reach me: Mail or LinkedIn
-
University of Georgia
- Athens, GA, USA
- https://geography.uga.edu/directory/people/chintan-b-maniyar
Highlights
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CHEERBOT-Your-Emotional-Companion
CHEERBOT-Your-Emotional-Companion PublicCHEERBOT is a special chatbot with whom you can text-chat, voice chat. It will cheer you up if you're sad and make you happier if you're happy.
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Cloud-Removal-in-Satellite-Images-using-Conditional-Generative-Adversarial-Networks
Cloud-Removal-in-Satellite-Images-using-Conditional-Generative-Adversarial-Networks PublicRemoving cloud cover in Sentinel-2 satellite images using only optical data and a novel augmented training approach using conditional GANs.
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Text-Classification-and-Context-Mining-for-Document-Summarization
Text-Classification-and-Context-Mining-for-Document-Summarization PublicAutomnomously attempting a categorical summarization of a sparse, asymmetrical corpus in English language, by performing text classification - which is achieved by our intuitive sentence pair class…
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Water-Based-Indices-on-Sentinel-2A-Images-using-Python
Water-Based-Indices-on-Sentinel-2A-Images-using-Python PublicSatellite Image Processing, Feature Extraction using Python on level 2A Sentinel 2 satellite imagery to enhance water bodies.
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Object-Oriented-Deep-Learning-for-Building-Extraction
Object-Oriented-Deep-Learning-for-Building-Extraction PublicThis repository explores object detection and building extraction from high resolution satellite imagery. With Object Based Image Analysis (OBIA) in the base, a new and unique method of merging seg…
Jupyter Notebook 8
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NDVI-and-Vegetation-Health-Calculation
NDVI-and-Vegetation-Health-Calculation PublicLand and Vegetation Remote Sensing - A webapp build and deployed in Google Earth Engine, to calculate the Normalised Vegetation Difference Index of a visible vegetation cover and use the same to an…
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