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Rege的辛勤收藏's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

cifar10-tensorflow icon cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

deepbox icon deepbox

Code release for DeepBox paper in ICCV 2015

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

ohem icon ohem

OHEM support for Fast R-CNN

python icon python

All Algorithms implemented in Python

pytorch-fcn icon pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

rcnn icon rcnn

The Tensorflow with tflearn implementation of the RCNN model.

refinedet.pytorch icon refinedet.pytorch

A higher performance PyTorch implementation of Single-Shot Refinement Neural Network for Object Detection

ron icon ron

RON: Reverse Connection with Objectness Prior Networks for Object Detection, CVPR 2017

sppnet-pytorch icon sppnet-pytorch

A simple Spatial Pyramid Pooling layer which could be added in CNN

tensorflow-tensorrt icon tensorflow-tensorrt

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.

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