Siddharth Shankar's repositories
ICESat-2-Hackweek-2023
ICESat-2 Hackweek 2023 tutorials and event website
glacierSid.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
Augmentor
Image augmentation library in Python for machine learning.
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
CoastSat
Global shoreline mapping tool from satellite imagery
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
ice_discharge
Greenland Ice Sheet solid ice discharge from 1986 through March 2020
yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
eemont
A python package that extends Google Earth Engine.
earthengine-api
Python and JavaScript bindings for calling the Earth Engine API.
gee_tools
Google Earth Engine Tools (scripts)
deepwatermap
a deep model that segments water on multispectral images
SiamMask
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
YOLOv4-Cloud-Tutorial
This repository walks you through how to Build and Run YOLOv4 Object Detections with Darknet in the Cloud with Google Colab.
freshwater
Greenland liquid water runoff from 1958 through 2019
gganimate
A Grammar of Animated Graphics
torchsat
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
radiometric-slope-correction
Radiometric Slope Correction of Sentinel-1 data on Google Earth Engine
geetools-code-editor
A set of tools to use in Google Earth Engine Code Editor (JavaScript)
Kalman-Filter-Image
python kalman filter for object points in image. time < 0.1ms per point
ghf-greenland-gbrt
Geothermal Heat Flux Prediction in Greenland with Gradient Boosted Regression Trees