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hongxinggao's Projects

bnn-fpga icon bnn-fpga

Binarized Convolutional Neural Networks on Software-Programmable FPGAs

cacu icon cacu

This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.

caffe-faster-rcnn icon caffe-faster-rcnn

faster rcnn c++ version. joint train; please checkout into dev branch (git checkout dev)

deeplidar icon deeplidar

Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image

detectron icon detectron

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

embedded-neural-network icon embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

enet icon enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

faceboxes icon faceboxes

FaceBoxes: A CPU Real-time Face Detector with High Accuracy

faceid icon faceid

Caffe Implementation of our ICIP 2017 paper OCCLUSION ROBUST FACE RECOGNITION BASED ON MASK LEARNING

fpga_based_cnn icon fpga_based_cnn

FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.

jetson-inference icon jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and Jetson TX1/TX2.

lbcnn.torch icon lbcnn.torch

Torch implementation of CVPR'17 - Local Binary Convolutional Neural Networks http://xujuefei.com/lbcnn.html

mobile-deep-learning icon mobile-deep-learning

This research aims at simply deploying CNN(Covolution Neural Network) on mobile devices, with low complexity and high speed.

openface icon openface

Face recognition with deep neural networks.

py-faster-rcnn icon py-faster-rcnn

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

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