shahzad's starred repositories
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
deep_learning_object_detection
A paper list of object detection using deep learning.
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
SegLossOdyssey
A collection of loss functions for medical image segmentation
PerceptualSimilarity
LPIPS metric. pip install lpips
UNetPlusPlus
[IEEE TMI] Official Implementation for UNet++
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
Data-Science-Competitions
Goal of this repo is to provide the solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).
brain-segmentation-pytorch
U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI
pytorch-goodies
PyTorch Boilerplate For Research
deform_conv_pytorch
PyTorch Implementation of Deformable Convolution
regression-losses-pytorch
Experimenting with different regression losses. Implemented in Pytorch.
Learning-Statistical-Texture-for-Semantic-Segmentation
Pytorch code for CVPR2021 paper "Learning Statistical Texture for Semantic Segmentation"
erfnet_segmentation
My own Implementation of the ERFNet Semantic Segmentation architecture in Tensorflow, trained on the CamvidDataset
RFDNet-ImageSuperResolution
Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution
PanNuke-metrics
Evaluation code for the PanNuke dataset