Mohammed Innat
Mohammed Innat
@muellerdo A new and high promising API has been emerging in `Keras`, called [`KerasCV`](https://github.com/keras-team/keras-cv). It would be great if frankkramer-lab /MISCnn consider to contribute some medical imaging component.
**Short Description** **MAXIM: Multi-Axis MLP for Image Processing**: I think it's a follow-up work of MaxViT from google. It shows a great performance on the following low-vision task, i.e. for...
Intersection-Over-Union is a common evaluation metric for semantic image segmentation. - [tf.keras.metrics.MeanIoU](https://www.tensorflow.org/api_docs/python/tf/keras/metrics/MeanIoU) - [tf.keras.metrics.IoU](https://www.tensorflow.org/api_docs/python/tf/keras/metrics/IoU) - [tf.keras.metrics.BinaryIoU](https://www.tensorflow.org/api_docs/python/tf/keras/metrics/BinaryIoU) - [tf.keras.metrics.OneHotMeanIoU](https://www.tensorflow.org/api_docs/python/tf/keras/metrics/OneHotMeanIoU) - [tf.keras.metrics.OneHotIoU](https://www.tensorflow.org/api_docs/python/tf/keras/metrics/OneHotIoU) ```python tf.keras.metrics.OneHotIoU( num_classes: int, target_class_ids: Union[List[int], Tuple[int, ...]], name=None, dtype=None,...
**System information**. TensorFlow version (you are using): 2.5 Are you willing to contribute it (Yes/No) : Yes **Describe the feature and the current behavior/state**. `ResNeXt` is a well-known classification model...
**Short Description**  **Multi-Axis Vision Transformer**: [MaxViT](https://arxiv.org/abs/2204.01697) is a family of **hybrid** (CNN + ViT) image classification models, that achieves better performances across the board for both parameter and FLOPs...
**System information**. - Have I written custom code (as opposed to using a stock example script provided in Keras): No - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows...
**System information**. TensorFlow version (you are using): 2.5 Are you willing to contribute it (Yes/No): Yes. As much as possible. **Describe the feature and the current behavior/state**. Model like [`SEResNeXt`](https://arxiv.org/abs/1709.01507)(...
I've an **image with target object**. And I like to generate new image with **text-guided background** with the **target object** in a natural view. In short - An image with...
I translated the `PyTorch` code to the `Keras` code.
Works in Keras 2 but not in Keras 3. ```python !pip install keras-nightly -q import tensorflow as tf # 2.15 import keras from keras import layers import numpy as np...