Siddha Ganju's starred repositories
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
Mind-Expanding-Books
:books: Find your next book to read!
stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
satellite-image-deep-learning
Deep learning with satellite imagery
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
awesome-data-leadership
A curated list of awesome posts, videos, and articles on leading a data team (small and large)
ETCI-2021-Competition-on-Flood-Detection
Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training
Resources-For-CS-Students
A list of resources such as scholarships, fellowships, and mailing list for helping CS students succeed in their career
Self-Supervised-Learner
Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
GIBS-Downloader
GIBS Downloader is a command-line tool which facilitates the downloading of NASA satellite imagery and offers different functionalities in order to prepare the images for training in a machine learning pipeline.
SAR-landslide-detection-pretraining
Repository for the paper "SAR-based landslide classification pretraining leads to better segmentation"
contrastive_sensor_fusion
Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".
Swipe-Labeler
Swipe Labeler is a Graphical User Interface based tool that allows rapid labeling of image data.
feminist-perspectives-for-ml-and-cv
A continuation of our discussion at the 2020 WiML UnWorkshop.
Missing-Pixel-Filler
missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.
Worldview-Search-Chrome-Extension
A Chrome Extension for doing similarity search on the WorldView website
AcceleratedMLwRAPIDS
Presentation for AI Camp talk on June 15, 2020