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WIDER FACE annotations converted to the Pascal VOC XML format

License: MIT License

Python 100.00%

dataset pascal-voc widerface face-detection machine-learning

wider-face-pascal-voc-annotations's Introduction

WIDER FACE PASCAL VOC ANNOTATIONS

This repository contains the WIDER FACE annotations converted to the Pascal VOC XML format.

It also contains the script used to do this conversion.

usage: convert.py [-h] [-ap ANNOTATIONS_PATH] [-tp TARGET_PATH]
                  [-ip IMAGES_PATH]

optional arguments:
  -h, --help            show this help message and exit
  -ap ANNOTATIONS_PATH, --annotations-path ANNOTATIONS_PATH
                        the annotations file path.
                        ie:"./wider_face_split/wider_face_train_bbx_gt.txt".
  -tp TARGET_PATH, --target-path TARGET_PATH
                        the target directory path where XML files will be
                        copied.
  -ip IMAGES_PATH, --images-path IMAGES_PATH
                        the images directory path. ie:"./WIDER_train/images"

It has been used as following:

$ ./convert.py -ap ./wider_face_split/wider_face_train_bbx_gt.txt -tp ./WIDER_train_annotations/ -ip ./WIDER_train/images/
$ ./convert.py -ap ./wider_face_split/wider_face_val_bbx_gt.txt -tp ./WIDER_val_annotations/ -ip ./WIDER_val/images/

License

MIT Licensed. Copyright (c) Alexis Kofman 2018.

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wider-face-pascal-voc-annotations's Issues

I want to use my face detection data set for face model training. My standard face tool is labelme, which is in json format. I saw that many face detection algorithms are based on widerface for training, so I want to know How do I convert my face frame data into widerface format? Thank you

I want to use my face detection data set for face model training. My standard face tool is labelme, which is in json format. I saw that many face detection algorithms are based on widerface for training, so I want to know How do I convert my face frame data into widerface format? Thank you

Code fails when there are no faces in the image

0_Parade_Parade_0_452.jpg => ./WIDER_train_annotations/0_Parade_Parade_0_452.xml
Traceback (most recent call last):
File "convert.py", line 86, in
convertWFAnnotations(ARGS['annotations_path'], ARGS['target_path'], ARGS['images_path'])
File "convert.py", line 55, in convertWFAnnotations
folder, basename, path, width, height = parseImFilename(imFilename, imPath)
File "convert.py", line 41, in parseImFilename
im = Image.open(os.path.join(imPath, imFilename))
File "/home/cp2016/cp201613/epp/venv/lib/python3.8/site-packages/PIL/Image.py", line 2843, in open
fp = builtins.open(filename, "rb")
FileNotFoundError: [Errno 2] No such file or directory: './WIDER_train/images/0 0 0 0 0 0 0 0 0 0'

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akofman / wider-face-pascal-voc-annotations Goto Github PK

wider-face-pascal-voc-annotations's Introduction

WIDER FACE PASCAL VOC ANNOTATIONS

License

wider-face-pascal-voc-annotations's People

Contributors

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wider-face-pascal-voc-annotations's Issues

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