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Tim Zhu's Projects

aic2018_iamai icon aic2018_iamai

A multi-camera vehicle detection, tracking and re-identification system

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

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

davis-2017 icon davis-2017

Package containing helper functions for loading and evaluating DAVIS https://graphics.ethz.ch/~perazzif/davis

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fcn.tensorflow icon fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

jekyllthemes icon jekyllthemes

A directory of the best-looking themes for Jekyll blogs

kittiseg icon kittiseg

A Kitti Road Segmentation model implemented in tensorflow.

mecab-chinese icon mecab-chinese

Chinese morphological analysis with Word Segment and POS Tagging data for MeCab

models icon models

Models and examples built with TensorFlow

mtcnn icon mtcnn

MTCNN face detection implementation for TensorFlow, as a PIP package.

multinet icon multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

numpycnn icon numpycnn

Convolutional neural network implementation using NumPy

pcn icon pcn

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

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