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Name: XavierFlow

Type: User

XavierFlow's Projects

This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

image-recognize-tensorflow

platform with several classic backbones for Image Recognition using Tensorflow

iou-tracker

Python implementation of the IOU Tracker

keras-retinanet

Keras implementation of RetinaNet object detection.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

keras-yolo3-tiny

keras-yolo3 code forked from experiencor/keras-yolo3. Modification made for convenient usage and better training performance. Yolov3-tiny are supported.

keras_realtime_multi-person_pose_estimation

Keras version of Realtime Multi-Person Pose Estimation project

kl-loss

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

leafletcn

An R gallery for China and other geojson choropleth map in leaflet

learngitbranching

An interactive git visualization to challenge and educate!

leetcode

Leetcode algorithm questions with several solutions

leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

light_head_rcnn

Light-Head R-CNN

mask_rcnn

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

ml-in-tf

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

mlkp

CVPR18 Paper: Multi-scale Location-aware Kernel Representation for Object Detection

mobile-semantic-segmentation

Real-Time Semantic Segmentation in Mobile device

mobilenet

MobileNet build with Tensorflow

model-compression

This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep Compression" by Song Han et. al. This paper received best paper award in ICLR 2016