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sophieapple's Projects

airbus icon airbus

Work related to the Airbus Ship Detection Challenge https://www.kaggle.com/c/airbus-ship-detection

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

deeproad icon deeproad

CVPR 2018 DeepGlobe Road Extraction Challenge

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

drbox icon drbox

A deep learning based algorithm to detect rotated object, for example, objects in remote sensing images

earth icon earth

a project to visualize global weather conditions

firefront icon firefront

fire front simulation library and interpreter

focal-loss icon focal-loss

Tensorflow version implementation of focal loss for binary and multi classification

geopy icon geopy

Geocoding library for Python.

hosts icon hosts

:statue_of_liberty:最新可用的google hosts文件。国内镜像:

keras_learninng icon keras_learninng

This is a project which contains my learning keras codes. But it is not limited to that, with the procedure of my research on bioinfomatics, some useful programs will also be uploaded.

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation).

lane-and-vehicles-detection icon lane-and-vehicles-detection

This repository contains works on a computer vision software pipeline built on top of Python to identify Lanes and vehicles in a video. This project is not part of Udacity SDCND but is based on other free courses and challanges provided by Udacity. It uses Computer vision and Deep Learrning Techniques. Few pipelines have been tried on SeDriCa, IIT Bombay.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

numpy-cn icon numpy-cn

The Chinese version of numpy's official document

pymodis icon pymodis

python library to work with MODIS data

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