Bidur Devkota's repositories
GPSProbeGeneration
Generate points ( coordinates) along the road from sparse GPS probes.
awesome-earthobservation-code
A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!
Awesome-GEE
A curated list of Google Earth Engine resources
patch_image_generator
Program to generate patches ( images and masks) for deep learning applications like semantic segmentation.
tweepyExamples
Basics examples for playing with tweets via tweepy.
Awesome-Interaction-aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
awesome-satellite-imagery-datasets
List of satellite imagery datasets with annotations for computer vision and deep learning
CheatSheets
Simple Cheat Sheets I've Made While Learning Data Science At Lambda
CNN-Sentinel
Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
covid19_twitter
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
COVID19ML
Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis <https://pubmed.ncbi.nlm.nih.gov/32993652/>
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
GPSProbeGeneration_bak
GPS probe generation along the road for smooth visualization. (Python 3.6.9 )
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
litter-detection-review
A list of useful resources in the trash classification and detection (mainly plastic), such as datasets, papers, links to open source projects
MachineLearningExamples
ML Learning Examples I came across from different sources, books and internet.
map-matching
Map Matching based on GraphHopper
nepal
Sample test data
nlp-recipes
Natural Language Processing Best Practices & Examples
OLSR-Network-Topology-Graph
python program to generate the graph of OLSR network topology.
onedrive
#1 Free OneDrive Client for Linux
Sentiment_COVID-19
https://www.nature.com/articles/s41562-022-01312-y
sentinel-tree-cover
Image segmentations of trees outside forest
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
twitter-streaming-api
Easily work with the Twitter Streaming API
visitor_prediction
Okinawa data visitor prediction