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HyperDenseNet pytorchPytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation
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Cellposea generalist algorithm for cellular segmentation
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Awesome TensorlayerA curated list of dedicated resources and applications
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FocusLiteNNOfficial PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"
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SegCapsA Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
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Pytorch UnetTunable U-Net implementation in PyTorch
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SudachipyPython version of Sudachi, a Japanese tokenizer.
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MITK-DiffusionMITK Diffusion - Official part of the Medical Imaging Interaction Toolkit
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Focal Tversky UnetThis repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.
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ReSegmentBurmese (Myanmar) syllable level segmentation with regex.
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IlccIntensity-based_Lidar_Camera_Calibration
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airsRoad Segmentation in Satellite Aerial Images
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FcnChainer Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
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GIBBONThe Geometry and Image-Based Bioengineering add-On for MATLAB
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Deep-LesionA deep learning framework for detecting lesions in CT scans from Deep Lesion dataset
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Semantic Segmentation SuiteSemantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
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ITKTubeTKTubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.
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FfnFlood-Filling Networks for instance segmentation in 3d volumes.
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argus-tgs-saltKaggle | 14th place solution for TGS Salt Identification Challenge
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Pointrend PytorchA PyTorch implementation of PointRend: Image Segmentation as Rendering
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Deeplab-Large-FOVMy Implementation of the deeplab_v1 (known as deeplab large fov)
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SinetCamouflaged Object Detection, CVPR 2020 (Oral & Reported by the New Scientist Magazine)
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MedVisionMedical Image Vision Operators, such as RoIAlign, DCNv1, DCNv2 and NMS for both 2/3D images.
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Awesome Carla 👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla
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BCNetDeep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
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Label ToolWeb application for image labeling and segmentation
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android tfliteGPU Accelerated TensorFlow Lite applications on Android NDK. Higher accuracy face detection, Age and gender estimation, Human pose estimation, Artistic style transfer
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DeepsegmentA sentence segmenter that actually works!
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DocuNetCode and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".
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TfwssWeakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).
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ShadowlessA Fast and Open Source Autonomous Perception System.
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TrixiManage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.
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rt-utilsA minimal Python library to facilitate the creation and manipulation of DICOM RTStructs.
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PortraitnetCode for the paper "PortraitNet: Real-time portrait segmentation network for mobile device" @ CAD&Graphics2019
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subpixel-embedding-segmentationPyTorch Implementation of Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (ORAL, MICCAIW 2021)
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AgsLearning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)
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etaETA: Extensible Toolkit for Analytics
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Mman( ECCV2018 ) Macro-Micro Adversarial Network for Human Parsing
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segm-lstm[deprecated] reference code for string segmentation using LSTM(tensorflow)
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Keras UnetHelper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
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Optic-Disc-UnetAttention Unet model with post process for retina optic disc segmention
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segRetinoAn implementation of the research paper "Retina Blood Vessel Segmentation Using A U-Net Based Convolutional Neural Network"
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root painterRootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation
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UNI-EMA unified environment for DNN-based automated segmentation of neuronal EM images
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