shahzad-ali

shahzad-ali's Stars

• junyanz/pytorch-CycleGAN-and-pix2pix

  Image-to-Image Translation in PyTorch

  Language:Python23k3481.5k6.3k

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python20.3k1542653k

• hoya012/deep_learning_object_detection

  A paper list of object detection using deep learning.

  Language:Python11.3k622272.8k

• jacobgil/pytorch-grad-cam

  Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

  Language:Python10.5k454151.6k

• google-research/vision_transformer

  Language:Jupyter Notebook10.3k1062071.3k

• PaddlePaddle/PaddleSeg

  Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

  Language:Python8.7k922.1k1.7k

• open-mmlab/mmsegmentation

  OpenMMLab Semantic Segmentation Toolbox and Benchmark.

  Language:Python8.2k542.4k2.6k

• facebookresearch/moco

  PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

  Language:Python4.8k52135784

• JunMa11/SegLossOdyssey

  A collection of loss functions for medical image segmentation

  Language:Python3.8k9847600

• richzhang/PerceptualSimilarity

  LPIPS metric. pip install lpips

  Language:Python3.7k53108500

• MrGiovanni/UNetPlusPlus

  [IEEE TMI] Official Implementation for UNet++

  Language:Python2.3k4780538

• fahadshamshad/awesome-transformers-in-medical-imaging

  A collection of resources on applications of Transformers in Medical Imaging.

  1.2k195186

• MIC-DKFZ/batchgenerators

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

  Language:Jupyter Notebook1.1k3599222

• nv-tlabs/GSCNN

  Gated-Shape CNN for Semantic Segmentation (ICCV 2019)

  Language:Python9163686200

• the-black-knight-01/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...).

  800540216

• yun-liu/RCF

  Richer Convolutional Features for Edge Detection

  Language:C++75836160260

• mateuszbuda/brain-segmentation-pytorch

  U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

  Language:Python716923187

• kevinzakka/pytorch-goodies

  PyTorch Boilerplate For Research

  Language:Python603181071

• ZhouYanzhao/PRM

  Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

  346483560

• BMEII-AI/RadImageNet

  RadImageNet, a pre-trained convolutional neural networks trained solely from medical imaging to be used as the basis of transfer learning for medical imaging applications.

  Language:Python34381835

• ChunhuanLin/deform_conv_pytorch

  PyTorch Implementation of Deformable Convolution

  Language:Jupyter Notebook284102152

• funnyzhou/C2L_MICCAI2020

  Language:Python2334917

• lanyunzhu99/Learning-Statistical-Texture-for-Semantic-Segmentation

  Pytorch code for CVPR2021 paper "Learning Statistical Texture for Semantic Segmentation"

  Language:Python9611413

• xf4j/brats17

  Patch-based 3D U-Net for brain tumor segmentation

  Language:Python949833

• navidstuv/NuClick

  Interactive Segmentation of Nucleus

  Language:Python6011015

• PeterJackNaylor/DRFNS

  This repository contains the code necessary in order to reproduce the work contained in the submitted paper: "Segmentation of Nuclei in Histopathology Images by deep regression of the distance map".

  Language:Python4931213

• ronrest/erfnet_segmentation

  My own Implementation of the ERFNet Semantic Segmentation architecture in Tensorflow, trained on the CamvidDataset

  Language:Python374624

• tuvovan/RFDNet-ImageSuperResolution

  Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

  Language:Python355613

• TissueImageAnalytics/PanNuke-metrics

  Evaluation code for the PanNuke dataset

  Language:Python25636

• SlicerMorph/Spr_2021

  Spring 2021 Short Course materials

  10604