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koubun-ko-df's Projects

asms icon asms

Scale adaptive mean-shift tracker

cnn-inference-didactic icon cnn-inference-didactic

A readable CNN Inference implementation in C for anyone who wants to learn what exactly is going on behind the scenes

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

dbface icon dbface

DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy

e3d icon e3d

Efficient Methods for 3D Deep Learning

east icon east

A tensorflow implementation of EAST text detector

egoflow icon egoflow

The 2nd Place Award in 2022 Ego4D Looking-at-Me Challenge

kcf icon kcf

Kernelized Correlation Filter tracker

lenet-5-tensorflow icon lenet-5-tensorflow

Implement LeNet-5 with TensorFlow, trained and evaluated with MNIST. (MNIST data included in Repository)

lenets-mnist-tensorflow icon lenets-mnist-tensorflow

Implement LeNet-1, LeNet-4 and LeNet-5 with TensorFlow, trained and evaluated with MNIST. (MNIST data included in Repository)

models icon models

Models and examples built with TensorFlow

neural-network-mnist-tensorflow icon neural-network-mnist-tensorflow

Implement one-hidden-layer-NN and two-hidden-layer-NN with TensorFlow, trained and evaluated with MNIST. (MNIST data included in Repository)

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

rbf-network-mnist-tensorflow icon rbf-network-mnist-tensorflow

Implement RBF Neural Network with TensorFlow and sklearn, trained and evaluated with MNIST. (MNIST data included in Repository)

text-detection-ctpn icon text-detection-ctpn

text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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