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Karol Gotkowski's Projects

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

blur_detector icon blur_detector

python implementation of the paper "Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes" - cvpr 2017

bsub icon bsub

python wrapper to submit jobs to bsub (and later qsub)

darknet icon darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dncnn icon dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

ezyslice icon ezyslice

An open source mesh slicer framework for Unity3D Game Engine. Written in C#.

gandlf icon gandlf

A generalizable application framework for segmentation, regression, and classification using PyTorch

gcam icon gcam

Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.

imagecodecs icon imagecodecs

Image transformation, compression, and decompression codecs. Forked from https://pypi.org/project/imagecodecs

mask_rcnn icon mask_rcnn

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

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