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GitHub / ferreirafabio / video2tfrecord
Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ferreirafabio%2Fvideo2tfrecord
Stars: 153
Forks: 37
Open Issues: 15
License: mit
Language: Python
Repo Size: 27.8 MB
Dependencies:
106
Created: over 6 years ago
Updated: 6 months ago
Last pushed: over 1 year ago
Last synced: 22 days ago
Topics: deep-learning, neural-network, opencv, optical-flow, preprocessor, tensorflow, tensorflow-tfrecords, video-understanding
Files
Dependencies
- ElementTreeFactory ==1.0
- Jinja2 ==2.11.3
- Keras ==2.1.3
- Markdown ==2.6.11
- MarkupSafe ==1.0
- Pillow ==6.2.0
- PyYAML ==5.4
- Pygments ==2.7.4
- Send2Trash ==1.4.2
- absl-py ==0.1.9
- appdirs ==1.4.3
- appnope ==0.1.0
- bleach ==3.3.0
- certifi ==2018.1.18
- chardet ==3.0.4
- click ==6.7
- cycler ==0.10.0
- decorator ==4.2.1
- dj-static ==0.0.6
- django-analytical ==2.4.0
- django-appconf ==1.0.2
- django-db-logger ==0.1.6
- djangorestframework ==3.11.2
- docopt ==0.6.2
- entrypoints ==0.2.3
- enum34 ==1.1.6
- first ==2.0.1
- futures ==3.1.1
- gulpio ==521.36
- gunicorn ==19.7.1
- html5lib ==0.9999999
- idna ==2.6
- imageio ==2.2.0
- ipykernel ==4.8.0
- ipython ==6.2.1
- ipython-genutils ==0.2.0
- ipywidgets ==7.1.1
- jedi ==0.11.1
- joblib ==0.11
- jsonschema ==2.6.0
- jupyter ==1.0.0
- jupyter-client ==5.2.2
- jupyter-console ==5.2.0
- jupyter-core ==4.4.0
- matplotlib ==2.1.2
- mistune ==0.8.3
- moviepy ==0.2.3.2
- nbconvert ==5.3.1
- nbformat ==4.4.0
- nltk ==3.4.5
- notebook ==6.1.5
- numpy ==1.14.0
- oauthlib ==2.0.6
- olefile ==0.45.1
- opencv-python ==3.4.0.12
- packaging ==16.8
- pafy ==0.5.3.1
- pandas ==0.22.0
- pandocfilters ==1.4.2
- parso ==0.1.1
- patsy ==0.5.0
- pexpect ==4.3.1
- pickleshare ==0.7.4
- pip-tools ==1.11.0
- prompt-toolkit ==1.0.15
- protobuf ==3.5.1
- psycopg2 ==2.7.3.2
- ptyprocess ==0.5.2
- pycparser ==2.18
- pycurl ==7.43.0.1
- pydub ==0.20.0
- pygame ==1.9.3
- pymongo ==3.6.0
- pyparsing ==2.2.0
- python-dateutil ==2.6.1
- pytz ==2017.3
- pyzmq ==16.0.4
- qtconsole ==4.3.1
- requests ==2.20.0
- scikit-learn ==0.19.1
- scipy ==1.0.0
- seaborn ==0.8.1
- sh ==1.12.14
- simplegeneric ==0.8.1
- sklearn ==0.0
- sklearn-extras ==0.1.1
- sklearn-pandas ==1.6.0
- static3 ==0.7.0
- statsmodels ==0.8.0
- tensorflow ==1.5.0
- tensorflow-tensorboard ==1.5.0
- terminado ==0.8.1
- testpath ==0.3.1
- tornado ==4.5.3
- tqdm ==4.19.5
- traitlets ==4.3.2
- urllib2-file ==0.2.1
- urllib2-prior-auth ==0.2.0
- urllib3 ==1.24.2
- urllib5 ==5.0.0
- video2tfrecord ==0.2
- virtualenv ==15.1.0
- wcwidth ==0.1.7
- webencodings ==0.5.1
- whitenoise ==3.3.1
- widgetsnbextension ==3.1.3