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Regression in Caffe: Prediction is highly erroneous

https://stackoverflow.com/questions/39920977/regression-in-caffe-prediction-is-highly-erroneous

I've been doing a single label regression problem in Caffe. The input contains 5 hdf5 files which I have generated independently using …


Use of HDF5 format files on Caffe and regression …

https://topic.alibabacloud.com/a/use-of-hdf5-format-files-on-caffe-and-regression-regression-issues_8_8_20296732.html

To say how to write data to the Hdf5 file, I use the Python,numpy format array can be stored directly, the following methods: #1. First create an empty numpy array hdf_data = Np.zeros (len …


Caffe | HDF5 Data Layer - Berkeley Vision

https://caffe.berkeleyvision.org/tutorial/layers/hdf5data.html

Caffe. Deep learning framework by BAIR. Created by Yangqing Jia Lead Developer Evan Shelhamer. View On GitHub; HDF5 Data Layer. Layer type: HDF5Data Doxygen Documentation


How to prepare hdf5 file as Caffe input data to sovle …

https://github.com/BVLC/caffe/issues/2882

For multivariate regression with Caffe, the type of input data must be HDF5 ? I my work, images and labels are used as training data, for classification, we often store the image …


Multivariate regression · Issue #881 · BVLC/caffe · GitHub

https://github.com/BVLC/caffe/issues/881

The HDF5 data definition allows n-dimensional labels; though the only problem with HDFLayer is that it doesn't provide mean subtraction functionality. You have to subtract …


Accuracy always 1 Caffe Regression - Stack Overflow

https://stackoverflow.com/questions/39719915/accuracy-always-1-caffe-regression

1 Answer. No point using "Accuracy" layer for regression task: this layer measures the accuracy of classification output. For instance, if you are trying to predict one of L labels, num_output of fc2 layer will be L - that is, …


How to do regression? · Issue #512 · BVLC/caffe · GitHub

https://github.com/BVLC/caffe/issues/512

Caffe works with WxHxC. Therefore before using the hdf5 functions to write your data you should permute in the following way. im = permute(im,[2 1 3]); of course you have a fourth channel, but …


caffe hdf5 how to use the model predicting #6609 - GitHub

https://github.com/BVLC/caffe/issues/6609

This helps developers maintain a clear, uncluttered, and efficient view of the state of Caffe. Issue summary. I'm using hdf5 data format.I want to address caffe's multi-label …


how to feed the image data to HDF5 on caffe? - Google Groups

https://groups.google.com/g/caffe-users/c/BVH6ACoOtVU

I had hard time working on caffe with HDF5 on the image classification and regression tasks, for some reason, the training on HDF5 will always fail at the first beginning …


[Caffe] HDF5 Layer – Rongrong Zhang – A place to …

https://rsquared1427.github.io/CAFFE-HDF5/

I have been working on a project in which we make predictions with caffe for non-image data. The very first step would be save the data in HDF5 file format. Hierarchical Data Format (HDF) is an open source file format for storing huge …


caffe Tutorial => Prepare arbitrary data in HDF5 format

https://riptutorial.com/caffe/example/19117/prepare-arbitrary-data-in-hdf5-format

Build the hdf5 binary file. Assuming you have a text file 'train.txt' with each line with an image file name and a single floating point number to be used as regression target. import h5py, os …


GitHub - mravendi/caffe-mnist-hdf5: Data in HDF5 format

https://github.com/mravendi/caffe-mnist-hdf5

However, Caffe accepts the HDF5 format as well, which is easier to convert. Here, we changed the mnist example to work with HDF5 format. Note that you should obtain the same accuarcy …


Multi label regression in Caffe - Stack Overflow

https://stackoverflow.com/questions/28057957/multi-label-regression-in-caffe

I am using EUCLIDEAN_LOSS (sum of squares) to get the regressed output. Here is a simple logistic regressor model using caffe but it is not working. Looks accuracy layer cannot …


Caffe regression prediction same results! - Google Groups

https://groups.google.com/g/caffe-users/c/o4cpDNylo3Q

1. I used simple linear regression (connected data to 2 Inner product layers) same result 2. I wrote a separate layer file and set MEMORY_DATA and HDF5_DATA same result. 3. I …


Caffe Regression with HDF5Data. Loss doesn't decrease. Same …

https://groups.google.com/g/caffe-users/c/ViKjP-c5Ciw

to Caffe Users I think it's a problem of weights initialization, to verify try to print the weights using the net->params() instructions to retrieve the vector of weights. Try to: specify …


multi-label-regression-caffe/gen_hdf5.py at master · …

https://github.com/PanJinquan/multi-label-regression-caffe/blob/master/gen_hdf5.py

Contribute to PanJinquan/multi-label-regression-caffe development by creating an account on GitHub.


Caffe | Deep Learning Framework

https://caffe.berkeleyvision.org/

Use Caffe as a generic SGD optimizer to train logistic regression on non-image HDF5 data. Multilabel Classification with Python Data Layer Multilabel classification on PASCAL VOC using …


Multi label regression in Caffe · Issue #1765 · BVLC/caffe

https://github.com/BVLC/caffe/issues/1765

Multi label regression in Caffe · Issue #1765 · BVLC/caffe · GitHub. Closed. olddocks on Jan 21, 2015.


Caffe | Layer Catalogue - Berkeley Vision

http://caffe.berkeleyvision.org/tutorial/layers.html

HDF5 Input - read HDF5 data, allows data of arbitrary dimensions. HDF5 Output - write data as HDF5. Input - typically used for networks that are being deployed. Window Data - read window …


Caffe | HDF5 Output Layer - Berkeley Vision

http://caffe.berkeleyvision.org/tutorial/layers/hdf5output.html

Caffe. Deep learning framework by BAIR. Created by Yangqing Jia Lead Developer Evan Shelhamer. View On GitHub; HDF5 Output Layer. Layer type: HDF5Output Doxygen …


Create Multiple labels for regression and classification tasks with ...

https://groups.google.com/g/caffe-users/c/_NdX1tpHt5Y

Caffe still i think can deal with 2D data in train phase. It can read vector label from HDF5 and calculate the euclidean loss. However i am not sure prediction of regression is …


Caffe for regression predicts extremely wrong values, but low loss?

https://groups.google.com/g/caffe-users/c/D652H9anWIM

I calculated the loss manually according to the formula listed under EuclideanLoss on the Caffe site (so 1/2m * sum of squared differences) , and I get a loss on the order of 10^6, …


Test labels for regression caffe, float not allowed?

https://stackoverflow.com/questions/31774953/test-labels-for-regression-caffe-float-not-allowed

When using the image dataset input layer (with either lmdb or leveldb backend) caffe only supports one integer label per input image. If you want to do regression, and use floating point …


compiling - Building Caffe: Failed to see hdf5.h - Ask Ubuntu

https://askubuntu.com/questions/629654/building-caffe-failed-to-see-hdf5-h

Stack Exchange Network. Stack Exchange network consists of 182 Q&A communities including Stack Overflow, the largest, most trusted online community for …


How to create hdf5 dataset for multiple output labels - Google …

https://groups.google.com/g/caffe-users/c/mnf5DglqSSM

Hi I want to do regression with caffe and want to use @Niko Gaulin's matlab code for generating a hdf5 dataset. Do I have to do preprcessing with my images like changing RGB …


HDF5 Data Compression Demystified #2: Performance Tuning

https://www.hdfgroup.org/2017/05/hdf5-data-compression-demystified-2-performance-tuning/

One of the most powerful features of HDF5 is its ability to store and modify compressed data. The HDF5 Library comes with two pre-defined compression methods, …


使用sklearn和caffe进行逻辑回归 Logistic Regression with sklearn …

https://aijishu.com/a/1060000000025862

While Caffe is made for deep networks it can likewise represent "shallow" models like logistic regression for classification. We'll do simple logistic regression on synthetic data that we'll …


Regression with LevelDB input, HDF5 targets

https://groups.google.com/g/caffe-users/c/0-dFGhPuwPg

All groups and messages ... ...


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GitHub - HDFGroup/hdf5: Official HDF5® Library Repository

https://github.com/HDFGroup/hdf5

This repository contains a high-performance library's source code and a file format specification that implement the HDF5® data model. The model has been adopted across many industries …


Regression 如何将分割回归数据转换 …

http://duoduokou.com/regression/37019224147131647308.html

Regression 如何将分割回归数据转换为hdf5（Caffe） 我们只需要单独转换数据，这取决于我们想要什么 获得更多信息以给出更好的答案会很有帮助。 请给出Caffe给您的实际错误。


The HDF5® Library & File Format - The HDF Group

https://www.hdfgroup.org/solutions/hdf5/

High-performance data management and storage suite. Utilize the HDF5 high performance data software library and file format to manage, process, and store your …


Logic regression using Sklearn and Caffe | BREWING LOGISTIC …

https://www.programmerall.com/article/60681501533/

Brewing Logistic Regression then Going Deeper. Brewing Logistic Regression then Going Deeper. While Caffe is made for deep networks it can likewise represent "shallow" models like logistic …


caffe-regression | regression examples , kaggle face keypoint

https://kandi.openweaver.com/python/qiexing/caffe-regression

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[Solved] Test labels for regression caffe, float not | 9to5Answer

https://9to5answer.com/test-labels-for-regression-caffe-float-not-allowed

Solution 1. When using the image dataset input layer (with either lmdb or leveldb backend) caffe only supports one integer label per input image.. If you want to do regression, …


Caffe | Installation - Berkeley Vision

http://caffe.berkeleyvision.org/installation.html

We install and run Caffe on Ubuntu 16.04–12.04, OS X 10.11–10.8, and through Docker and AWS. The official Makefile and Makefile.config build are complemented by a community CMake …


HDF5 for Python - h5py

https://www.h5py.org/

About the project. The h5py package is a Pythonic interface to the HDF5 binary data format. It lets you store huge amounts of numerical data, and easily manipulate that data from NumPy. For …


HDF5® Source Code - The HDF Group

https://www.hdfgroup.org/downloads/hdf5/source-code/

HDF5 ® Source Code. HDF5. Source Code. Current Release: HDF5-1.12.2. The source code distributions for Unix and Windows are identical except for the line endings. …


caffe总结（十一）使用hdf5格式文件用于回归（regression）_香 …

https://its203.com/article/weixin_42535423/103738986

caffe总结（十一）hdf5文件类型使用探讨单纯将图片只改为HDF5格式的案例说明一、环境：二、数据预处理：*.py生成文件准备生成train.h5和test.h5数据三、模型修改1.修改solver.prototxt2. …


使用sklearn和caffe进行逻辑回归 | Brewing Logistic Regression …

https://its203.com/article/weixin_43654079/103008761

Brewing Logistic Regression then Going Deeper. While Caffe is made for deep networks it can likewise represent “shallow” models like logistic regression for classification. We’ll do simple …


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