plot PR curve by COCO API and mmdet API
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
OpenMMLab Computer Vision Foundation
various cv tools, such as label tools, data augmentation, label conversion, etc.
source code of AugFPN
This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.
Image augmentation library in Python for machine learning.
A fork of Detectron2 with ResNeSt backbone
Models and examples built with TensorFlow
convert dataset to coco/voc format
3 Steps achieve SOTA in MICCAI 2020 Thyroid Nodule Segmentation Challenge
Stay tuned for updates!
(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
Whole slide image (WSI) analysis based on pre-selected suspicious regions
Boundary-preserving Mask R-CNN (ECCV 2020)
Nerve detection in ultrasound images to detect brachial plexus in the neck region using Deep Neural Networks.
Deep Learning model based on VGG16 architecture implemented in keras framework for classifiying breast mass lesions in benign or malignant
Label system for ultrasound image of the thyroid nodule
[TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model
OpenMMLab Detection Toolbox and Benchmark
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Official Pytorch Code of KiU-Net for Image Segmentation - MICCAI 2020
CVPR 2020 论文开源项目合集
Destruction and Construction Learning for Fine-grained Image Recognition
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Variant VNet family