https://github.com/devarshi16/form-labeller
Use this tool to label forms, bounding boxes, and assigning types to annotations
https://github.com/devarshi16/form-labeller
annotation-tool annotations annotator form-label form-labeller label label-images labelimg labeling-tool labelling labels ocr ocr-tools tkinter tkinter-gui tkinter-python
Last synced: about 2 months ago
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Use this tool to label forms, bounding boxes, and assigning types to annotations
- Host: GitHub
- URL: https://github.com/devarshi16/form-labeller
- Owner: devarshi16
- License: gpl-3.0
- Created: 2019-12-19T16:46:35.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2024-12-11T14:51:29.000Z (6 months ago)
- Last Synced: 2025-03-28T15:50:27.657Z (2 months ago)
- Topics: annotation-tool, annotations, annotator, form-label, form-labeller, label, label-images, labelimg, labeling-tool, labelling, labels, ocr, ocr-tools, tkinter, tkinter-gui, tkinter-python
- Language: Python
- Homepage: https://attackonalgorithms.wordpress.com/2019/12/09/image-labelling-tool-for-annotating-object-detection-models/
- Size: 10 MB
- Stars: 22
- Watchers: 1
- Forks: 5
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
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README
# Form Labeller
This tool helps in modifying/creating existing labels/annotations of images in Image.
Libraries needed, `tkinter`,`json`
To run the application,
```
python gui.py
```
## Features
### Draw Rectangles
### Draw Polygons
### Make Boxes Tight
### Assign Types to Boxes
### Config File
You can change the name of types to be assigned by changing `TYPE_CHOICES` in config.py
```
#WINDOW DIMENSIONS
INIT_WIDTH = 1366
INIT_HEIGHT = 768
TOP_FRAME_HEIGHT = 20
BOTTOM_FRAME_HEIGHT = INIT_HEIGHT - TOP_FRAME_HEIGHT
BUTTON_WIDTH = 20
#TOOL MODIFIABLES
SUPPORTED_FORMATS = ["jpg","png","jpeg","JPEG","tiff"]
TYPE_CHOICES = ["None",
"Printed Key", "Written Key",
"Printed Value", "Written Value",
"Check Box Key", "Check Box Value",
"Comment/Info", "Logo",
"Signature", "Photograph"
]
'''
TYPE_CHOICES = ["None",
"ADDRESS",
"NAME",
"DOB",
"GENDER",
"AADHAAR",
"MOBILE",
"PHOTO",
"BARCODE",
"QR"
]
'''
FONT_SIZE = 11
ICON_NAME = 'icon.ico'
LOG_FILE = 'form_labeller.log'
LOGGING = True
DEBUGGING = True
ALLOWED_DEBUG_LEVEL = 3
#POINTS DIMENSIONS
RADIUS = 5
SMALL_RADIUS = 1
BIG_RADIUS = 5
#BUTTON POSITIONS
OPEN_FOLDER_ROW,OPEN_FOLDER_COL = 0,0
PREV_ROW,PREV_COL = 1,0
NEXT_ROW,NEXT_COL = 1,1
SAVE_ROW,SAVE_COL = 2,0
DEL_SELECTED_ROW,DEL_SELECTED_COL = 3,0
DROP_DOWN_ROW,DROP_DOWN_COL = 4,0
SAVE_TYPE_ROW,SAVE_TYPE_COL = 4,1
DESELECT_ALL_ROW,DESELECT_ALL_COL = 5,0
SELECT_ALL_ROW, SELECT_ALL_COL = 6,0
DRAW_POLY_ROW, DRAW_POLY_COL = 7,0
DRAW_RECT_ROW, DRAW_RECT_COL = 8,0
DELETE_ALL_ROW, DELETE_ALL_COL = 9,0
SHOW_TYPE_ROW,SHOW_TYPE_COL = 10,0
HIDE_TYPE_ROW,HIDE_TYPE_COL = 10,1
MAKE_TIGHT_ROW = 11
THRESHOLD_ROW = 12
```
### Example Output JSON Format
```
{
"textBBs": [
{
"poly_points": [
[
1143,
1453
],
[
2955,
1475
],
[
2953,
1353
],
[
1154,
1328
]
],
"id": "0",
"type": "detectorPrediction"
},
{
"poly_points": [
[
407,
2207
],
[
1403,
2207
],
[
1403,
2061
],
[
407,
2061
]
],
"id": "1",
"type": "detectorPrediction"
}
]
}
```
## Raise Issues for Features
You can raise issues for additional features in the tool. You can contribute to the tool aswell.
## Example images Acknowledgement
Stanford dataset [link](https://web.cs.wpi.edu/~claypool/mmsys-dataset/2011/stanford/mvs_images/ "stanford dataset")
## License
[MIT](https://github.com/devarshi16/Form-Labeller/blob/master/LICENSE)
## Citation
If this library has helped you during your research, feel free to cite it:
```latex
@misc{Form-Labeller,
author = {Aggarwal, Devarshi},
title = {{Form Labeller}},
howpublished = {\url{https://github.com/devarshi16/Form-Labeller}},
year = {2020},
note = {Online; accessed 01-March-2020}
}