tf-explain
tfops-aug
| tf-explain | tfops-aug | |
|---|---|---|
| 1 | 1 | |
| 1,007 | 14 | |
| 0.0% | - | |
| 0.0 | 4.9 | |
| almost 2 years ago | over 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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tf-explain
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What alternative for explainable AI besides LIME do we have for deep learning models on images (keras)?
Have look at tf-explain and why not shap Shap?
tfops-aug
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tfops-aug: Lightweight and fast image augmentation library based on TensorFlow Ops
With tfops-aug, you can easily apply an augmentation policy to your images, including shearing, translations, random gamma, random color shifts, solarization, posterization, histogram equalization, and more. The library is fully compatible with Tensorflow's data pipelines, so you can easily integrate it into your existing projects. And because it uses only Tensorflow operations, it's fast and efficient and can be directly applied on a tf.Tensor of type tf.uint8.
What are some alternatives?
CleanTF2plus - Clean TF2's sequel
textaugment - TextAugment: Text Augmentation Library
horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
tensorflow-yolov4-tflite - YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
jarconfig - combined scripts for tf2
yolov4-custom-functions - A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
pytest-visual - A visual testing framework for ML with automated change detection
mastercomfig - A modern customization framework for Team Fortress 2
nhcustom - nhcustom is a program whose purpose is to modify the Team Fortress 2 mod "no-hats-bgum".
seed_rl - SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
Fast-SRGAN - A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps