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BHOON's Projects

efficient-3dcnns icon efficient-3dcnns

PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

gans-tensorflow2 icon gans-tensorflow2

🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...

gpr-data-classifier icon gpr-data-classifier

:radio: Proof-of-concept project for detecting and classifying hyperbolas in ground penetrating radar (GPR) data.

gpr-gym icon gpr-gym

An example of how to automate the process of training data generation through gprMax for use in machine learning models.

gprmax icon gprmax

gprMax is open source software that simulates electromagnetic wave propagation using the Finite-Difference Time-Domain (FDTD) method for numerical modelling of Ground Penetrating Radar (GPR)

gprpy icon gprpy

Ground Penetrating Radar processing and visualization software for python

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

pix2pix_fault icon pix2pix_fault

Generating synthetic seismic data using pix2pix for fault detection model training

tensornets icon tensornets

High level network definitions with pre-trained weights in TensorFlow

tf-faster-rcnn icon tf-faster-rcnn

Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones

tf2-keras-gan-notebooks icon tf2-keras-gan-notebooks

Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)

vott icon vott

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

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