cnn-shoreline-detect

Shoreline detector

A deep learning-based shoreline detection model using a modified HED CNN approach to identify pixels likely to represent the shoreline in oblique images.

Shoreline detection on oblique images of beaches using a HED CNN approach.

GitHub

11 stars
2 watching
7 forks
Language: Jupyter Notebook
last commit: over 5 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
s9xie/hed An edge detection algorithm that uses deep learning to predict images from hierarchical representations 1,808
summitgao/sar_change_detection_cwnn An implementation of a sea ice change detection system using a neural network architecture. 53
skyhehe123/sa-ssd A deep learning model that uses 3D point cloud data to improve the precision of single-stage object detection in autonomous vehicles. 492
perceptilabs/wildfire-detection Develops machine learning models to automatically detect wildfires from images 7
marine-debris/marine-debris.github.io A tool for extracting spectral signatures and training deep learning models to detect marine debris from satellite images. 46
kvos/coastsat Tools and algorithms for processing satellite imagery to extract shoreline information from large datasets 701
cordmaur/waterdetect An algorithm to automatically detect water in satellite images from various sources 199
charlesq34/frustum-pointnets A deep learning framework for 3D object detection from RGB-D data 1,598
szq0214/dsod A deep learning-based object detection system from scratch 706
microsoft/roaddetections Automating road detection from aerial imagery using deep learning techniques. 541
s1ddok/hed-coreml A framework for applying Holistically-Nested Edge Detection to image processing using CoreML and Swift. 108
yknzhu/segdeepm A tool for fine-tuning deep neural networks to improve object detection and segmentation capabilities by incorporating contextual information. 27
zengarden/light_head_rcnn A research project providing a deep learning-based object detection framework 835
robmarkcole/fire-detection-from-images A fire detection system using neural networks to identify and localize fires in images 400
shengcao-cao/hassod Develops a neural network architecture for object detection and instance segmentation without labeled data 52