karthikraja95 / fsdl_deforestation_detection
☆39Updated last year
Related projects: ⓘ
- A curated list of awesome things related to Climate change and AI.☆49Updated last year
- A change detection demo for the Austin area using a pre-trained PyTorch model scaled with Dask on Planet imagery.☆23Updated 2 years ago
- Satellite Vu submission for the AWS Disaster Response hackathon☆49Updated 2 years ago
- This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models we…☆31Updated 2 years ago
- ☆24Updated 2 years ago
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Updated 3 years ago
- Python and data science snippets on the command line☆21Updated 3 years ago
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆18Updated 3 years ago
- ☆14Updated last year
- Using U-Net Model to Detect Wildfire from Satellite Imagery☆70Updated 6 months ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆72Updated last year
- Automatically detect solar panels on satellite imagery.☆16Updated 3 years ago
- Weights & Biases benchmark for drought prediction☆54Updated last month
- ☆11Updated 2 years ago
- 🔧 Train off-the-shelf machine learning models in one line of code☆12Updated 3 years ago
- Personal site of Sayak Paul. Deployed here 👉☆24Updated last week
- Object recognition in satellite images (Dior Dataset) using RetinaNet and YoloV5☆18Updated 3 years ago
- Streamlit component for TensorBoard, TensorFlow's visualization toolkit☆40Updated 2 years ago
- ☆27Updated last year
- ☆13Updated last week
- An MLOps Project for the ZenML Month of MLOps Competition☆18Updated last year
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆51Updated last year
- Image Classification on EuroSAT☆8Updated 2 years ago
- Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi…☆51Updated 5 months ago
- TensorFlow Serving + Streamlit!☆23Updated 3 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 2 years ago
- 🛰 Deep learning for deforestation classification and forecasting in satellite imagery☆24Updated 11 months ago
- Python - Rasterio and Geopandas to calculate Zonal Statistics☆14Updated 4 years ago
- Deploying pre-trained NLP and computer vision models in a single application☆10Updated 4 years ago
- A lightweight Python package for interactive mapping with Earth Engine and folium☆28Updated last year