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huanleo's Projects

kcf icon kcf

High-Speed Tracking with Kernelized Correlation Filters

layer-norm icon layer-norm

Code and models from the paper "Layer Normalization"

libfacedetection icon libfacedetection

A binary library for face detection in images. You can use it free of charge with any purpose.

mask_rcnn icon mask_rcnn

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

mini-caffe icon mini-caffe

Minimal runtime core of Caffe, Forward only, GPU support and Memory efficiency.

mtcnn icon mtcnn

Repository for "Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks", implemented with Caffe, C++ interface.

mtcnn-caffe icon mtcnn-caffe

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

mxnet icon mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-ssd icon mxnet-ssd

MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd

object-detection icon object-detection

Introduction The project presents an efficient method for object detection and demonstrates its use for real-time vision on-board vehicles. The work is closely based on Paul Viola’s face detection method [1], except that the system here was trained to detect objects related to traffic in order to assist the auto pilot on smart vehicles. The idea was adapted from D M Gavrila’s paper [2] REAL-TIME OBJECT DETECTION FOR "SMART" VEHICLES. Objective The target is to create Haar feature-based cascade classifiers by training the system with an appropriate amount of traffic related information in order to detect vehicles, pedestrians and traffic signs in real-time. Thus, this system in addition to driving assistance/collision avoidance, could further find its application in tracking and recognition.

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

sdm icon sdm

Supervised Descent Method Apply to Face Alignment, and Head Pose Estimation with Linear Regression. It is cross-platfrom, easily compile in windows, ubuntu, even in Android & iOS.

shufflenet icon shufflenet

This is a fast caffe implementation of ShuffleNet.

squeezenet icon squeezenet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

subsense icon subsense

A tweaked version of the SuBSENSE background subtraction library.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-zh icon tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

transferlearning icon transferlearning

Resources and codes about transfer learning and domain adaptation--迁移学习

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