hanhern's repositories
corrosion_cs_classification
corrosion condition state classification for bridge inspections
DeepLabV3Plus-Pytorch
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
backgroundremover
Background Remover lets you Remove Background from images and video with a simple command line interface that is free and open source.
modelsdlv3
Models and examples built with TensorFlow
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
SpotRust
Bayesian CapsNet for Corrosion Detection
active_learning
This is the implementation code for the paper, "A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos"
vision
Datasets, Transforms and Models specific to Computer Vision
Confusion-matrix-for-Mask-R-CNN
Confusion matrix for Mask R-CNN (Matterport implementation)
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
imgaug
Image augmentation for machine learning experiments.
Mask-RCNN-series
This series we'll use Mask RCNN
rust-detection
Contains source for detecting metal corrosion using Machine learning
DeepLabv3FineTuning
Tutorial on fine tuning DeepLabv3 segmentation network for your own segmentation task in PyTorch.
coco
MS COCO API (fork with fix for Python3)
detection-and-analysis-of-pitting-corrosion-using-RCNN
Research project on Detection and analysis of pitting corrosion in metals exposed to alkaline medium of varying concentration using a Fast RCNN model in collaboration with CSIR - CECRI.
Rust-Detection-using-Mask-RCNN
This repository contains implementation of training custom datasets for rust detection using MASK RCNN.
bikerider-detector
bike-rider detector with tensorflow object detection API