https://github.com/waikato-datamining/tensorflow

Various applications using tensorflow.
https://github.com/waikato-datamining/tensorflow

deep-learning deepspeech efficientdet image-classification image-segmentation model-maker object-detection python tensorflow tflite

Last synced: 5 days ago
JSON representation

Various applications using tensorflow.

• Host: GitHub
• URL: https://github.com/waikato-datamining/tensorflow
• Owner: waikato-datamining
• Created: 2018-05-10T08:26:57.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-04-22T04:58:33.000Z (7 months ago)
• Last Synced: 2024-10-30T03:37:43.489Z (15 days ago)
• Topics: deep-learning, deepspeech, efficientdet, image-classification, image-segmentation, model-maker, object-detection, python, tensorflow, tflite
• Language: Python
• Homepage:
• Size: 1.34 MB
• Stars: 6
• Watchers: 5
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# tensorflow

Customizations of tensorflow-based applications.

Currently available:

* [efficientdet](efficientdet) - Docker image for EfficientDet: Scalable and Efficient Object Detection

* [image-segmentation-keras](image-segmentation-keras) - Docker image for image segmentation using Keras

* [image classification](image_classification) - Docker images for training image classification models 

  and making predictions with them (uses TensorFlow 1)

* [image classification2](image_classification2) - Docker images for training image classification models 

  and making predictions with them (uses TensorFlow 2)

* [object detection](object_detection) - for building Docker images of TensorFlow's 

  object detection framework

* [tflite_model_maker](tflite_model_maker) - library for training models and making predictions using tflite's model maker

* [tfutils](tfutils) - library for some common TensorFlow operations

For generating tfrecords, please see the [wai.annotations](https://github.com/waikato-ufdl/wai-annotations) 

library, which can convert to and fro various file formats.