Pinned Repositories
auto
chainer-gan-lib
Chainer implementation of recent GAN variants
Change-Detection-in-Satellite-Imagery
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
deeplearning.ai-Assignments
flask-api
Forest-Fire-Detection-through-UAV-imagery-using-CNNs
Wildfire is a natural disaster, causing irreparable damage to local ecosystem. Sudden and uncontrollable wildfires can be a real threat to residents’ lives. Statistics from National Interagency Fire Center (NIFC) in the USA show that the burned area doubled from 1990 to 2015 in the USA. Recent wildfires in northern California (reported by CNN) have already resulted in more than 40 deaths and 50 missing. More than 200,000 local residents have been evacuated under emergency. The wildfires occur 220,000 times per year globally, the annual burned area is over 6 million hectares. Accurate and early detection of wildfire is therefore of great importance. Fire detection task is crucial for people safety. Several fire detection systems were developed to prevent damages caused by fire. One can find different technical solutions. Most of them are sensors based and are also generally limited to indoors. They detect the presence of particles generated by smoke and fire by ionization, which requires a close proximity to the fire. Consequently, they cannot be used in large covered area. Moreover, they cannot provide information about initial fire location, direction of smoke propagation, size of the fire, growth rate of the fire, etc. To get over such limitations video fire detection systems are used
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
kaggle
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
wordpress
RyukiMizo's Repositories
RyukiMizo/wordpress
RyukiMizo/auto
RyukiMizo/chainer-gan-lib
Chainer implementation of recent GAN variants
RyukiMizo/Change-Detection-in-Satellite-Imagery
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
RyukiMizo/deeplearning.ai-Assignments
RyukiMizo/flask-api
RyukiMizo/Forest-Fire-Detection-through-UAV-imagery-using-CNNs
Wildfire is a natural disaster, causing irreparable damage to local ecosystem. Sudden and uncontrollable wildfires can be a real threat to residents’ lives. Statistics from National Interagency Fire Center (NIFC) in the USA show that the burned area doubled from 1990 to 2015 in the USA. Recent wildfires in northern California (reported by CNN) have already resulted in more than 40 deaths and 50 missing. More than 200,000 local residents have been evacuated under emergency. The wildfires occur 220,000 times per year globally, the annual burned area is over 6 million hectares. Accurate and early detection of wildfire is therefore of great importance. Fire detection task is crucial for people safety. Several fire detection systems were developed to prevent damages caused by fire. One can find different technical solutions. Most of them are sensors based and are also generally limited to indoors. They detect the presence of particles generated by smoke and fire by ionization, which requires a close proximity to the fire. Consequently, they cannot be used in large covered area. Moreover, they cannot provide information about initial fire location, direction of smoke propagation, size of the fire, growth rate of the fire, etc. To get over such limitations video fire detection systems are used
RyukiMizo/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
RyukiMizo/kaggle
RyukiMizo/keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
RyukiMizo/landslide
Research project on building and evaluating deep learning models for landslides detection on satellite images
RyukiMizo/natural-language-processing
Resources for "Natural Language Processing" Coursera course.
RyukiMizo/oniosho
RyukiMizo/RSpec
RyukiMizo/rspec-practice
RyukiMizo/signate-space
RyukiMizo/Supplychain
RyukiMizo/tensorflow
RyukiMizo/tensorflow-deeplab-v3-plus
DeepLabv3+ built in TensorFlow
RyukiMizo/Unstructured-change-detection-using-CNN
Unstructured Change detection in satellite imagery
RyukiMizo/vertical_tweet
RyukiMizo/YAD2K
YAD2K: Yet Another Darknet 2 Keras