AmirMardan
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Lists (24)
codes_for_papers
denoiser
dispersion curve - surface wave
First_break_picking
General machine learning
Repositories about machine learning, data science, and deep learning in generalGeneral seismic and geoscience
GitHub page
Nice GitHub pagesjoint inversion
Julia
Tools for Julia programmingMachine learning for velocity
Machine learning projects aiming to create velocity models of seismic dataobject detection
photogrammetry
pinn_pgnn
presentation
tools for presenting results, writing papers, etcprobabilistic NN
probailistic inversion
Programming
references
This is mostly readmes and other sources that introduces resourcesRemote sensing
segmentation
Seismic interpretation
Some cool packages for seismic interpretationseismic wave propagation
FWI, TL-FWI, and other wave propagation based problemstravel_time
VSP
vertical seismic profileStars
Python package for first-break picking
A python based GUI to annotate images and save annotations as COCO style JSON format.
Open source Structure-from-Motion pipeline
Aerial imagery analysis, processing, and presentation scripts.
React UI + elegant infrastructure for AI Copilots, AI chatbots, and in-app AI agents. The Agentic last-mile 🪁
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
open Multi-View Stereo reconstruction library
A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷
Earth observation processing framework for machine learning in Python
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
An automated workflow tool for full waveform inversion and adjoint tomography
Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.
Deep Learning for Seismic Imaging and Interpretation
Manuscript and code for joint inversion of seismic refraction and electrical resistivity data to estimate water, ice, and air contents
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
A Python 3 based program for seismic refraction data processing.
List of resources for mineral exploration and machine learning, generally with useful code and examples.
Framework for computing seismic attributes with Python.
GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers
RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension
Python library for stochastic numerical optimization
Codes to do raytracing for geophysical applications
PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method
DeepDenoiser: Seismic Signal Denoising and Decomposition Using Deep Neural Networks