https://github.com/samkit-jain/handwriting-recognition
Software to recognize handwriting
https://github.com/samkit-jain/handwriting-recognition
android emnist handwriting-recognition machine-learning python
Last synced: 10 months ago
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Software to recognize handwriting
- Host: GitHub
- URL: https://github.com/samkit-jain/handwriting-recognition
- Owner: samkit-jain
- License: apache-2.0
- Created: 2016-12-05T10:45:40.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2023-08-27T16:06:17.000Z (almost 3 years ago)
- Last Synced: 2025-03-01T07:05:29.298Z (over 1 year ago)
- Topics: android, emnist, handwriting-recognition, machine-learning, python
- Language: Python
- Size: 789 KB
- Stars: 63
- Watchers: 6
- Forks: 24
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Handwriting Recognition
Software to recognize handwriting. Uses EMNIST dataset for training.
See [Python README](Python/README.md) for more details.
# Screenshots
## Python
## Android
# Checklist
- [x] Recognize digit
- [x] Recognize letter
- [x] Recognize multiple digits
- [x] Recognize multiple letters
- [ ] Recognize continuous handwriting
- [ ] Recognize different languages
- [x] Android app support
# How to run
For dataset creation - `python dataset.py`
For training - `python model.py`
For drawing and predicting - `python drawer.py`
For Android (**UNTESTED IN RELEASE 3.0**) - `python hr_py.py` then install `app_debug.apk` in your phone, open app, draw digit and click `Predict`
# License
Copyright 2016 Samkit Jain
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.