abehzadnia

abehzadnia's Stars

• facebookresearch/segment-anything

  The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

  Language:Jupyter Notebook46.8k3056625.5k

• ultralytics/ultralytics

  NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

  Language:Python28.8k1578.8k5.7k

• horovod/horovod

  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

  Language:Python14.2k3352.2k2.2k

• qubvel-org/segmentation_models.pytorch

  Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

  Language:Python9.4k806361.7k

• obss/sahi

  Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

  Language:Python4k430578

• JunMa11/SegLossOdyssey

  A collection of loss functions for medical image segmentation

  Language:Python3.8k9847597

• bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets

  Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

  Language:Python1.9k1666345

• codingonion/awesome-yolo-object-detection

  🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

  1.2k300179

• stardist/stardist

  StarDist - Object Detection with Star-convex Shapes

  Language:Python89526227218

• vqdang/hover_net

  Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

  Language:Python52611257223

• encord-team/encord-active

  The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

  Language:Python432101325

• Dana-Farber-AIOS/pathml

  Tools for computational pathology

  Language:Python3881320583

• histolab/histolab

  Library for Digital Pathology Image Processing

  Language:Python368615159

• zsef123/EfficientNets-PyTorch

  A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."

  Language:Python3096947

• erdogant/findpeaks

  The detection of peaks and valleys in a 1d-vector or 2d-array (image)

  Language:Python23382728

• chrise96/image-to-coco-json-converter

  Convert segmentation RGB mask images to COCO JSON format

  Language:Jupyter Notebook19651357

• nadeemlab/DeepLIIF

  Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

  Language:Python16461961

• okunator/cellseg_models.pytorch

  Encoder-Decoder Cell and Nuclei segmentation models

  Language:Python772123

• JCruan519/MALUNet

  (BIBM22) This is the official code repository for "MALUNet: A Muti-Attention and Light-weight UNet for Skin Lesion Segmentation".

  Language:Python591117

• markowetzlab/pathml

  A Python library for deep learning on whole-slide images

  Language:Python49515

• TavoGLC/DataAnalysisByExample

  Medium Blog

  Language:Python424115

• ASHISRAVINDRAN/stardist_pytorch

  StarDist PyTorch

  Language:Python40366

• choosehappy/PatchSorter

  A tool for rapidly labeling objects using deep learning feature embedding

  Language:JavaScript2611110

• Mr-TalhaIlyas/TSFD

  Nuclei segmentation and classification (Cancer cells)

  Language:Jupyter Notebook221146