Pinned Repositories
3D-cnn-denoise-DnCNN
3D-Seismic-Image-Fault-Segmentation
3D Fault Segmentation by U-Net
awesome-ocr
awesome-table
表格解析资源综述
CNN_based_petrophysical_inversion
Neural network based petrophysical property inversion
CNN_seismic_facies_classification
DDUL
A test package including a test dataset and the trained model
DropoutUncertaintyExps
Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
Easy-deep-learning-with-Keras
Keras tutorial for beginners (using TF backend)
Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network
The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.
nipulseervi's Repositories
nipulseervi/3D-Seismic-Image-Fault-Segmentation
3D Fault Segmentation by U-Net
nipulseervi/awesome-ocr
nipulseervi/awesome-table
表格解析资源综述
nipulseervi/CNN_based_petrophysical_inversion
Neural network based petrophysical property inversion
nipulseervi/CNN_seismic_facies_classification
nipulseervi/DDUL
A test package including a test dataset and the trained model
nipulseervi/Easy-deep-learning-with-Keras
Keras tutorial for beginners (using TF backend)
nipulseervi/Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network
The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.
nipulseervi/gretel-synthetics
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
nipulseervi/harmonica
Forward modeling, inversion, and processing gravity and magnetic data
nipulseervi/machine-learning-and-geophysical-inversion
The purpose of this repo is to reconstruct paper about machine learning and inversion. Tech stack: Jupyter Notebook, Google Colab, Python & TeX.
nipulseervi/ml-for-seismic-data-interpretation
nipulseervi/MLSeistoLog
Transform seismic segy to logs using Machine Learning
nipulseervi/OCR_tablenet
TableNet Implementation on Pytorch
nipulseervi/ok
nipulseervi/OpendTect-External-Attributes
External Attribute scripts for the open source seismic interpretation system - OpendTect
nipulseervi/pylops
PyLops – A Linear-Operator Library for Python
nipulseervi/pyseistr
Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.
nipulseervi/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
nipulseervi/PythonNumericalDemos
A collection of Python demos for geostatistical methods.
nipulseervi/SEAM_I_2D_Elastic
SEAM I open sourced 2D line for creating synthetic prestack seismic
nipulseervi/seismic-facies-identification
This repo is based on the Shubhamai solutions of AICrowd Facies Identification Challenge in which we need to create a ML/DL Model to do pixel classification by taking 3D images.
nipulseervi/Seismic-Image-Segmentation
nipulseervi/Seismic-image-segmentation-1
nipulseervi/seismic-transfer-learning
Deep-learning seismic facies on state-of-the-art CNN architectures
nipulseervi/Software.SEG2020
Software for SEG2020 abstracts
nipulseervi/synthetic-data-for-finance
Material for QuantUniversity talk on Sythetic Data Generation for Finance.
nipulseervi/TGAN
Generative adversarial training for generating synthetic tabular data.
nipulseervi/TGS-Salt-Identification-Image-Segmentation-
This is a Kaggle competition on Image Segmentation. We have to identify pixels in seismic images with salt sediment present. Here I will use UNet (Encoder and Decoder) to tackle the challenge.
nipulseervi/TimeGAN
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019