From f09f9eaa06f02d232b314689edcc508f5a0c0866 Mon Sep 17 00:00:00 2001 From: Kaipeng Deng Date: Wed, 26 Jun 2019 15:23:04 +0800 Subject: [PATCH] Install md (#2512) * Add INSTALL.md. --- PaddleCV/object_detection/docs/INSTALL.md | 132 ++++++++++++++++++++++ 1 file changed, 132 insertions(+) create mode 100644 PaddleCV/object_detection/docs/INSTALL.md diff --git a/PaddleCV/object_detection/docs/INSTALL.md b/PaddleCV/object_detection/docs/INSTALL.md new file mode 100644 index 00000000..f3194398 --- /dev/null +++ b/PaddleCV/object_detection/docs/INSTALL.md @@ -0,0 +1,132 @@ +# Installing PaddleDetection + +--- +## Table of Contents + +- [Introduction](#introduction) +- [PaddlePaddle](#paddlepaddle) +- [Other Dependencies](#other-dependencies) +- [PaddleDetection](#paddle-detection) +- [Datasets](#datasets) + + +## Introduction + +This document covers how to install PaddleDetection, its dependencies (including PaddlePaddle), and COCO and PASCAL VOC dataset. + +For general information about PaddleDetection, please see [README.md](../README.md). + + +## PaddlePaddle + +Running PaddleDetection requires PaddelPaddle Fluid v.1.5 and later. please follow the installation instructions in [installation document](http://www.paddlepaddle.org/documentation/docs/en/1.4/beginners_guide/install/index_en.html). + +Please make sure your PaddlePaddle installation was sucessful and the version of your PaddlePaddle is not lower than the version required. You can check PaddlePaddle installation with following commands. + +``` +# To check if PaddlePaddle installation was sucessful +python -c "from paddle.fluid import fluid; fluid.install_check.run_check()" + +# To print PaddlePaddle version +python -c "import paddle; print(paddle.__version__)" +``` + +### Requirements: + +- Python2 or Python3 +- CUDA >= 8.0 +- cuDNN >= 7.0 +- nccl >= 2.1.2 + + +## Other Dependencies + +**Install the [COCO-API](https://github.com/cocodataset/cocoapi):** + +To train the model, COCO-API is needed. Installation is as follows: + + git clone https://github.com/cocodataset/cocoapi.git + cd cocoapi/PythonAPI + # if cython is not installed + pip install Cython + # Install into global site-packages + make install + # Alternatively, if you do not have permissions or prefer + # not to install the COCO API into global site-packages + python setup.py install --user + + +## PaddleDetection + +**Clone Paddle models repository:** + +You can clone Paddle models and change directory to PaddleDetection module with folloing commands: + +``` +cd +git clone https://github.com/PaddlePaddle/models +cd models/PaddleCV/object_detection +``` + +**Install python module requirements:** + +Other python module requirements is set in [requirements.txt](./requirements.txt), you can install these requirements with folloing command: + +``` +pip install -r requirements.txt +``` + +**Check PaddleDetection architectures tests pass:** + +``` +export PYTHONPATH=$PYTHONPATH:. +python ppdet/modeling/tests/test_architectures.py +``` + + +## Datasets + +PaddleDetection support train/eval/infer models with dataset [MSCOCO](http://cocodataset.org) and [PASCAL VOC](http://host.robots.ox.ac.uk/pascal/VOC/), you can set up dataset as follows. + +**Create symlinks for datasets:** + +Dataset default path in PaddleDetection config files is `data/coco` and `data/voc`, you can set symlinks for your COCO/COCO-like or VOC/VOC-like datasets with following commands: + +``` +ln -sf $PaddleDetection/data/coco +ln -sf $PaddleDetection/data/voc +``` + +If you do not have datasets locally, you can download dataset as follows: + +- MSCOCO-2017 + +``` +# download +wget http://images.cocodataset.org/zips/train2017.zip +wget http://images.cocodataset.org/zips/val2017.zip +wget http://images.cocodataset.org/annotations/annotations_trainval2017.zip + +# decompress +unzip train2017.zip +unzip val2017.zip +unzip annotations_trainval2017.zip +``` + +- VOC2012 + +``` +# download +wget http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar + +# decompress +tar -xf VOCtrainval_11-May-2012.tar +``` + +**Auto download datasets:** + +If you set up models while `data/coc` and `data/voc` is not found, PaddleDetection will automaticaly download them from [MSCOCO-2017](http://images.cocodataset.org) and [VOC2012](http://host.robots.ox.ac.uk/pascal/VOC), the decompressed datasets will be places in `~/.cache/paddle/dataset/` and can be discovered automaticaly in the next setting up time. + + +**NOTE:** For further informations on the datasets, please see [DATASET.md](../ppdet/data/README.md) + -- GitLab