Geo Data Analytics tool for VSCode IDE with kepler.gl support to generate and view maps 🗺️ without any Python 🐍, IPyWidgets ⚙️, pandas 🐼, Jupyter notebooks 📚, or ReactJS ⚛️ app code.
Temporal fusion of raster image time-Series. R interface for the imagefusion framework, which provides implementation of the FITFC, ESTARFM and STARFM algorithms in C++.
This project is a machine learning educational curriculum and learning platform delivered through interactive Jupyter Notebooks. It serves as a comprehensive guide for mastering the Python data science toolkit, providing structured tutorials for numerical computing, tabular data manipulation, and statistical visualization. The curriculum includes specific implementation guides for Scikit-Learn and a practical course on TensorFlow for constructing, training, and deploying neural networks and computer vision models. It covers the end-to-end process of building predictive models, from initial pr
Neuraltalk2 is a deep learning vision system designed for automatic image captioning. Built with PyTorch, it utilizes a hybrid architecture that combines a convolutional neural network encoder with a recurrent neural network decoder to generate textual descriptions from visual input. The project features a GPU-accelerated training pipeline capable of distributing workloads across multiple graphics processing units through multi-process distribution. It supports the generation of descriptions for both static image files and real-time video streams. The framework includes capabilities for enco