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https://github.com/karolzak/cntk-hotel-pictures-classificator
This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.
https://github.com/karolzak/cntk-hotel-pictures-classificator
ai alexnet-model classification cntk cntk-model cognitive-toolkit deep-learning deep-neural-networks dsvm faster-rcnn machine-learning ml object-classification object-detection python transfer-learning
Last synced: about 6 hours ago
JSON representation
This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.
- Host: GitHub
- URL: https://github.com/karolzak/cntk-hotel-pictures-classificator
- Owner: karolzak
- License: mit
- Created: 2017-10-16T14:18:14.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-02-15T09:00:27.000Z (over 6 years ago)
- Last Synced: 2024-04-16T02:10:31.140Z (6 months ago)
- Topics: ai, alexnet-model, classification, cntk, cntk-model, cognitive-toolkit, deep-learning, deep-neural-networks, dsvm, faster-rcnn, machine-learning, ml, object-classification, object-detection, python, transfer-learning
- Language: Python
- Homepage:
- Size: 2.32 MB
- Stars: 39
- Watchers: 7
- Forks: 22
- Open Issues: 7