Vladimir Iglovikov
Vladimir Iglovikov
TernausNetV2
TernausNetV2: Fully Convolutional Network for Instance Segmentation
kaggle_dstl_submission
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
cloths_segmentation
Code for binary segmentation of cloths
retinaface
The remake of the https://github.com/biubug6/Pytorch_Retinaface
check_orientation
Model to check if image was rotated by 90, 180, 270 degrees.
angiodysplasia-segmentation
Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization
people_segmentation
Code for the model to segment people at the image
base64ToImageConverters
Library for converting from RGB / GrayScale image to base64 and back.