From 83fc59b18b7e8488920ca549805b8a09cc3a72d1 Mon Sep 17 00:00:00 2001 From: "robin.cole@earthdaily.com" Date: Fri, 21 Jun 2024 05:40:39 +0100 Subject: [PATCH] add links --- README.md | 56 ++++++++++++++++--------------------------------------- 1 file changed, 16 insertions(+), 40 deletions(-) diff --git a/README.md b/README.md index c309e616..7dcce421 100644 --- a/README.md +++ b/README.md @@ -17,46 +17,22 @@ Deep learning has revolutionized the analysis and interpretation of satellite an ## Techniques -- Classification -- Segmentation -- Instance segmentation -- Object detection -- Object counting -- Regression -- Cloud detection & removal -- Change detection -- Time series -- Crop classification -- Crop yield & vegetation forecasting -- Wealth and economic activity -- Disaster response -- Super-resolution -- Pansharpening -- Image-to-image translation -- Data fusion -- Generative networks -- Autoencoders, dimensionality reduction, image embeddings & similarity search -- Anomaly detection -- Image retrieval -- Image Captioning -- Visual Question Answering -- Mixed data learning -- Few & zero shot learning -- Self-supervised, unsupervised & contrastive learning -- Weakly & semi-supervised learning -- Active learning -- Federated Learning -- Transformers -- Adversarial ML -- Image registration -- Terrain mapping, Disparity Estimation, Lidar, DEMs & NeRF -- Thermal Infrared -- SAR -- NDVI-Vegetation Index -- General image quality -- Synthetic data -- Large vision & language models (LLMs & LVMs) -- Foundational models +- [Classification](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#classification) +- [Segmentation](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#segmentation) +- [Object detection](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#object-detection) +- [Regression](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#regression) +- [Cloud detection & removal](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#cloud-detection--removal) +- [Change detection](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#change-detection) +- [Time series](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#time-series) +- [Crop classification](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#crop-classification) +- [Crop yield & vegetation forecasting](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#crop-yield--vegetation-forecasting) +- [Generative networks](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#generative-networks) +- [Autoencoders, dimensionality reduction, image embeddings & similarity search](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#autoencoders-dimensionality-reduction-image-embeddings--similarity-search) +- [Few & zero shot learning](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#few--zero-shot-learning) +- [Self-supervised, unsupervised & contrastive learning](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#self-supervised-unsupervised--contrastive-learning) +- [SAR](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#sar) +- [Large vision & language models (LLMs & LVMs)](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#large-vision--language-models-llms--lvms) +- [Foundational models](https://github.com/satellite-image-deep-learning/techniques?tab=readme-ov-file#foundational-models) # ## Classification