Arshita27 / Satellite_Imagery_ML
☆8Updated 6 years ago
Related projects: ⓘ
- Poverty Prediction by Combination of Satellite Imagery☆42Updated 3 years ago
- ☆14Updated 5 years ago
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆59Updated 2 years ago
- Getting acquainted with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and huma…☆49Updated 5 years ago
- Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification☆36Updated 6 years ago
- A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty☆81Updated 11 months ago
- Deep learning courses and projects☆97Updated 6 years ago
- Replication code for "Supervised Classification of Built-up Areas in Sub-Saharan African Cities using Landsat Imagery and OpenStreetMap"☆17Updated 5 years ago
- ☆53Updated 5 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆135Updated 4 years ago
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆182Updated 2 years ago
- Code for constructing the urban environments dataset and for land use classification via convolutional neural networks☆114Updated 6 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆63Updated 4 years ago
- Prediction of Crop Yield for farmers based on weather, satellite data☆50Updated 6 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆71Updated 4 years ago
- List of all datasets included in Google Earth Engine (generated from https://developers.google.com/earth-engine/datasets/catalog/)☆74Updated this week
- This repository contains all the codes and data for semantic geologic segmentation of Landsat 8 images☆17Updated 6 years ago
- Monitoring water levels of lakes and reservoirs using satellite imagery☆79Updated 3 years ago
- ☆128Updated 4 years ago
- ☆175Updated this week
- Satsense is a Python library for land use/cover classification using satellite imagery☆23Updated 4 years ago
- Experiments with satellite image data☆117Updated 4 years ago
- ☆101Updated 7 months ago
- Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.☆64Updated 5 years ago
- Public repository for sharing tutorials. For the full client documentation, visit https://docs.descarteslabs.com/☆11Updated 3 months ago
- ☆23Updated 7 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆79Updated 7 years ago
- A framework for land-use classification using open sourced python based geospatial modules.☆17Updated last year
- Correlation between Vegetation Health Index- VHI values and number of individuals registered due to Conflict/Insecurity/Flood/Drought☆12Updated 2 years ago
- Google Earth Engine land-use change tutorial for SCBI☆25Updated 7 years ago