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lionelleee's Projects

fire-detection icon fire-detection

Detect fire in surveillance videos with flame and smoke detection

fire-detection-cnn icon fire-detection-cnn

real-time fire detection in video imagery using a convolutonal neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon)

flann icon flann

Fast Library for Approximate Nearest Neighbors

forest-fire-detection-through-uav-imagery-using-cnns icon 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

humanbehaviorbku icon humanbehaviorbku

Abnormal Behaviors Detection/ Road Accident Detection From Surveillance Videos

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

ks_traffic_analyzer icon ks_traffic_analyzer

The application for counting, classifying and measure the speed of vehicles based on a video.

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lanenet-lane-detection icon lanenet-lane-detection

Implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

latex-templates icon latex-templates

A concise set of Latex templates that serves a small set of needs - CV, Essays, Articles and Problem Sets

litter-detection-tensorflow icon litter-detection-tensorflow

Object Detection algorithm trained to identify litter from Google Streets :: [CIS490 Project Management Final Project]

lprnet_pytorch icon lprnet_pytorch

Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.

models icon models

Models and examples built with TensorFlow

moga icon moga

MoGA: Searching Beyond MobileNetV3

musicbox icon musicbox

:blush: :musical_note: MusicPlayer 一站式收听多平台音乐(网易云, 虾米, QQ)的跨平台音乐播放器,尽情享受吧~:sparkles:

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