mengrang / dfl-cnn-tensorflow Goto Github PK
View Code? Open in Web Editor NEWTF-Implementation of "Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition"
TF-Implementation of "Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition"
您好,您是对数据集进行了什么处理吗?因为我看 trainingset 和 validationset 中图片数量与 config.py 文件中定义的数量并不一致,想知道您进行了什么处理。还有在运行 dfb_train.py 文件时,会报错误:ValueError: setting an array element with a sequence. 这和上面的问题有关系吗?谢谢!
没有环境的编号
我按照您的代码和数据集,训练的时候
feed_dict={input_images: batch_x, y_true: batch_y,keep_prob: 1., learning_rate: lr,clip_value: clipvalue})
部分报错,发现是input_images和batch_x的格式对不上,一个是(12, 448, 448, 3),一个是(12,)。我检查了很久,没有明白那个数据集里图片哪里读取错误。我是直接把train和valid两个压缩包解压放在一个plants文件夹下的。您的数据集文件组织是怎样的啊
您好,大概看了一下您的源码。您在训练的时候,train_op = tf.group([train_fc,train_net]),这个操作我没理解错的话,是不是先优化一次全连接层,然后优化一次整个网络。常规的做法不是先只优化全连接层,然后最后fine-tuing entire network吗?
hi,
I`m working on reimplementing "Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition" now, but I cannot get the result in the paper, do you get the same accuracy listed in the paper?
Ian
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.