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Central Repository of Model Asset Exchange project. This repository contains information about the available models, current project status, contribution guidelines and supporting assets.
Solutions to all the questions I solved during the Competitive programming course with Coding Ninjas.
Notebooks for learning deep learning
A TTS model that makes a speaker speak new languages
This project uses Google Earth Engine to monitor the yearly forest loss of Luangwa Project Forests, which assists in carbon accounting of the forest project.
This is a python notebook developed to perform visualiztion and data analysis of forest fires (netcdf files) downloaded from climate data store and atmosphere data store. 2-3 hypothesis are created…
Data on Australia of forest loss and forest fires. Performing analysis of data using a jupyter notebook with the use of interactive widgets
Jupyter Notebook showing deforestation rate calculation for selected Tropical Forest sites
repository for the notebooks with the code for the thesis project "USING SENTINEL-1 TIME SERIES FOR MONITORING DEFORESTATION IN REGIONS WITH HIGH PRECIPITATION RATE"
Big Data Analytics project at Stony Brook University. Created scripts to download multiple .tiff files from http:https://earthenginepartners.appspot.com/science-2013-global-forest/download_v1.6.html. Cre…
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models l…
This repository teaches you how to train your own image dataset using yolov5 model. To know more download the rar file in this repository and extract it.
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
A web application to help track deforestation by analyzing imagery data
The open source repository for the Kaggle Amazon forest devastation competition https://www.kaggle.com/c/planet-understanding-the-amazon-from-space
This repository contains notebooks/scripts used to visualize deforestation using remote sensing data
To detect deforestation using SAR images by machine learning method implemented in jupyter notebook
An educational AI robot based on NVIDIA Jetson Nano.
My notes / works on deep learning from Coursera
Sentiment analysis of IMDB dataset.
Identify acute intracranial hemorrhage and its subtypes
This program prompts the user to type in a movie review, and predicts the sentiment of the review (negative, somewhat negative, neutral, etc). The analysis is based on data from past Rotten Tomatoe…
Sentiment Analysis using Recursive Neural Network
Python Data Analytics, Machine Learning & Natural Language Processing
Using NLTK library various preprocessing steps has been applied to feed the input to different models after which vote classifier approach has been adapted to classify sentiments of movie reviews.
Some useful examples of Deep Learning (.ipynb)