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Artificial Intelligence
Image augmentation for machine learning experiments.
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Contains codes of the paper "FirePred: A hybrid multi-temporal convolutional neural network model for wildfire spread prediction" using environmental variables
A benchmark dataset for data-driven weather forecasting
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.
By using the pre-trained models, this method enables quick and simple mapping of landslides at various spatiotemporal scales. The method also offers the adaptability of re-training a pretrained mod…
This repository contains codes and sample data from the journal paper "Rapid Mapping of landslide on SAR data by Attention U-net" by Nava et al (2022). With this repository files you can train the …
A Hyperparameter Tuning Library for Keras
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
CosmiQ Works Geospatial Machine Learning Analysis Toolkit
Machine Learning for Earth Observation Training of Trainers Bootcamp
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
Techniques for deep learning with satellite & aerial imagery
This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).
Official implementation of "MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation" in MMSegmentation Framework.
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
SegMate: A Segmentation Toolkit
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
A latent text-to-image diffusion model
This is a workshop designed for Amazon Bedrock a foundational model service.