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这是之前我和我的组员参与Tiny-mind 手写汉字识别大赛的一个项目, 主要实现了用Resnet或VGG16作为Backbone来训练一个分类任务以及基于opencv的一些图片数据集增强,最终我们组的成绩为TOP-5准确率99.19, 排名5/700。这个项目也可以用于其他的图片分类任务,整个网络框架是基于Tensorflow实现的

Python 83 28 Updated May 30, 2019

InceptionV3, InceptionV4, Inception-Resnet pretrained models for Torch7 and PyTorch

Python 290 88 Updated Oct 28, 2022

ResNet Implementation in TensorFlow

Python 84 30 Updated Feb 18, 2016

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

Python 174 90 Updated Nov 21, 2019

A ResNet(ResNet18, ResNet34, ResNet50, ResNet101, ResNet152) implementation using TensorFlow-2.0.

Python 322 100 Updated Aug 28, 2021

Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152

Python 181 57 Updated Apr 23, 2019

ResNet-18 TensorFlow Implementation including conversion of torch .t7 weights into tensorflow ckpt

Python 189 66 Updated May 8, 2018

Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.

Python 828 276 Updated Apr 26, 2019

DeepLab-ResNet rebuilt in TensorFlow

Python 1,251 429 Updated Oct 11, 2021