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python - Generating LMDB for Caffe - Stack Overflow

https://stackoverflow.com/questions/33627888/generating-lmdb-for-caffe

You can approach this problem in two ways: 1. Using HDF5 data layer instead of LMDB. HDF5 is more flexible and can support labels the size of the image. You can see this …


GitHub - sukritshankar/Caffe-LMDBCreation-MultiLabel: …

https://github.com/sukritshankar/Caffe-LMDBCreation-MultiLabel

This code repository helps to create LMDBs for training and testing with a multi-label setting in Caffe. We will work with RGB image data here. For a multi-label scenario, the data will be a N x …


GitHub - leehomyc/caffe_lmdb: Support high-dimensional …

https://github.com/leehomyc/caffe_lmdb

Support high-dimensional lmdb training. Contribute to leehomyc/caffe_lmdb development by creating an account on GitHub.


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Cannot open db (lmdb) · Issue #1074 · …

https://github.com/facebookarchive/caffe2/issues/1074

@boaerosuke yes,the caffe2 makefile or CMakeLists.txt did not find lmdb resource on our working machine ,so you should add lmdb.cc 、header file of the lmdb and some …


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caffe/db_lmdb.cpp at master · BVLC/caffe · GitHub

https://github.com/BVLC/caffe/blob/master/src/caffe/util/db_lmdb.cpp

Contribute to BVLC/caffe development by creating an account on GitHub. Caffe: a fast open framework for deep learning. Contribute to BVLC/caffe development by creating an account on …


Where is lmdb.h · Issue #650 · BVLC/caffe · GitHub

https://github.com/BVLC/caffe/issues/650

Where is lmdb.h. #650. Closed. OpenHero opened this issue on Jul 8, 2014 · 3 comments.


how to create lmdb with jpg image files · Issue #1846 · BVLC/caffe

https://github.com/BVLC/caffe/issues/1846

Hi, I'm new and started to learn Caffe recently and have a very basic question. I have a few thousand jpg images and would like to use them to train CNN using Caffe. How can …


How to Hook Up lmdb with Caffe using Python! - GitHub Pages

http://shengshuyang.github.io/hook-up-lmdb-with-caffe-in-python.html

How to Hook Up lmdb with Caffe using Python! Long story short, here’s how I figured out how to interact with lmdb using Python. First, a bit of setup: import caffe import …


Single Float label , LMDB Format in caffe - Stack Overflow

https://stackoverflow.com/questions/41261416/single-float-label-lmdb-format-in-caffe

I am using caffe for a regression problem and I want to know how is possible to use lmdb format for single float label.. Right now, caffe only supports int32 type label for lmdb …


Caffe2 - C++ API: caffe2::db::LMDB Class Reference

https://caffe2.ai/doxygen-c/html/classcaffe2_1_1db_1_1_l_m_d_b.html

LMDB (const string &source, Mode mode) void Close override Closes the database. unique_ptr< Cursor > NewCursor override Returns a cursor to read the database. More... unique_ptr< …


pycaffe - Testing from an LMDB file in Caffe - Stack Overflow

https://stackoverflow.com/questions/38064840/testing-from-an-lmdb-file-in-caffe

I am wondering how to go about setting up ONLY a test phase in Caffe for an LMDB file. I have already trained my model, everything seems good, my loss has decreased, …


How to convert .mat into leveldb or LMDB formt? #1577 - GitHub

https://github.com/BVLC/caffe/issues/1577

How to convert .mat into leveldb or LMDB formt? #1577. Closed. gumanchang opened this issue on Dec 14, 2014 · 2 comments.


Caffe2: LMDB, Leveldb, making LevelDB - Programmer All

https://www.programmerall.com/article/24761855115/

LMDB introduction: CAFFE uses LMDB to store training / test data sets, as well as Features extracted using the network (for convenience, the following or collective data set). The …


Create_imagenet to convert image to LMDB · Issue #6932 · …

https://github.com/BVLC/caffe/issues/6932

Create_imagenet to convert image to LMDB · Issue #6932 · BVLC/caffe · GitHub. Ojousama95 opened this issue on Mar 26, 2020 · 0 comments.


Caffe | LeNet MNIST Tutorial - Berkeley Vision

https://caffe.berkeleyvision.org/gathered/examples/mnist.html

You will first need to download and convert the data format from the MNIST website. To do this, simply run the following commands: cd $CAFFE_ROOT ./data/mnist/get_mnist.sh …


Create an LMDB dataset - IBM

https://www.ibm.com/docs/SSWQ2D_1.1.0/us/create-dataset-lmdb.html

Procedure From the cluster management console, select Workload > Spark > Deep Learning. Select the Datasets tab. Click New. Create a dataset from LMDBs. Provide a dataset name. …


Caffe | Data - Berkeley Vision

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

Data: Ins and Outs. Data flows through Caffe as Blobs . Data layers load input and save output by converting to and from Blob to other formats. Common transformations like mean-subtraction …


Caffe | Deep Learning Framework

https://caffe.berkeleyvision.org/

Caffe | Deep Learning Framework Caffe Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research ( BAIR) and …


Caffe | Layer Catalogue - Berkeley Vision

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

Data enters Caffe through data layers: they lie at the bottom of nets. Data can come from efficient databases (LevelDB or LMDB), directly from memory, or, when efficiency is not critical, from …


Caffe2 - C++ API: caffe2/db/lmdb.cc Source File

https://caffe2.ai/doxygen-c/html/lmdb_8cc_source.html

Returns whether the current location is valid - for example, if we have reached the end of the databa...


Ultimate beginner's guide to Caffe for Deep Learning - RECODE

https://recodeminds.com/blog/a-beginners-guide-to-caffe-for-deep-learning/

Let us get started! Step 1. Preprocessing the data for Deep learning with Caffe. To read the input data, Caffe uses LMDBs or Lightning-Memory mapped database. Hence, Caffe is …


lmdb — lmdb 1.3.0 documentation

https://lmdb.readthedocs.io/

This is a universal Python binding for the LMDB ‘Lightning’ Database. Two variants are provided and automatically selected during install: a CFFI variant that supports PyPy and all versions of …


Caffe | Installation - Berkeley Vision

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

glog, gflags, protobuf, leveldb, snappy, hdf5, lmdb; For the Python wrapper Python 2.7, numpy (>= 1.7), boost-provided boost.python; For the MATLAB wrapper ... CPU-only Caffe: for cold-brewed …


Write/Read lmdb file for caffe with python - Beenfrog's research blog

https://research.beenfrog.com/code/2015/12/30/write-read-lmdb-example.html

This is an example to show how to write and read lmdb file for caffe with python. You can use cv2 to read your own image data. Write. import lmdb import numpy as np import …


Help on speeding up Caffe LMDB creation for millions of images

https://www.reddit.com/r/MachineLearning/comments/3op2c3/help_on_speeding_up_caffe_lmdb_creation_for/

I'm scaling up to larger models, using in the order of 8M images. The building of the LMDB database for Caffe is very slow (~60K images / hour). I've checked and tweaked the …


Caffe | Installation - Berkeley Vision

https://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 …


How to convert the image data to LMDB data? - Google Groups

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

I want to convert the image and label to LMDB to train a net. Although I have read some caffe's examples, I still don't know the method. I want to get the detail about how to …


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Read leveldb/lmdb for caffe with python - Beenfrog's research blog

https://research.beenfrog.com/code/2015/03/28/read-leveldb-lmdb-for-caffe-with-python.html

import caffe import lmdb import numpy as np from caffe.proto import caffe_pb2 lmdb_env = lmdb. open ('lmdb_file') lmdb_txn = lmdb_env. begin lmdb_cursor = lmdb_txn. …


How to assign proper mapsize for LMDB? - groups.google.com

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

Caffe hard coded 1099511627776 (1TB) as the mapsize for LMDB. See the screenshot below: That would create a 1TB memory mapped file in the hard disk. However, it's …


LMDB or HDF5 to store data? - Google Groups

https://groups.google.com/g/caffe-users/c/S-kI1Iru2ZQ

Although that speed difference might not be actually visible depending on your network complexity, since caffe has data prefetching. It is just that LMDB is a "real" DB whereas …


Caffe Generated LMDB Data Load Crashes in Pytorch

https://discuss.pytorch.org/t/caffe-generated-lmdb-data-load-crashes-in-pytorch/4501

I also tried with python 2.7 version to load lmdb as caffe uses python 2.7 but no affect. I tried to load the data without lmdb just with image name and label as list by overriding …


Deep learning tutorial on Caffe technology - GitHub Pages

http://christopher5106.github.io/deep/learning/2015/09/04/Deep-learning-tutorial-on-Caffe-Technology.html

Deep learning tutorial on Caffe technology : basic commands, Python and C++ code. Sep 4, 2015. UPDATE! : my Fast Image Annotation Tool for Caffe has just been released ! …


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Caffe | Installation: Ubuntu - Berkeley Vision

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

To install pre-compiled Caffe package, just do it by. sudo apt install caffe-cpu. for CPU-only version, or. sudo apt install caffe-cuda. for CUDA version. Note, the cuda version may break if …


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