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Keras implementation for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

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I'm trying to figure out how to write it, but I can't figure it out. Can you tell me how to do it?

Bumps [numpy](https://github.com/numpy/numpy) from 1.16.4 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [tensorflow-gpu](https://github.com/tensorflow/tensorflow) from 1.12.0 to 2.7.2. Release notes Sourced from tensorflow-gpu's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Is there a way to implement openMax with pytorch?

Dear Author, I found that in openmax.py, the `compute_activation` function: ` img = np.array( Image.fromarray( (np.squeeze(img)).astype(np.uint8)).resize((28, 28)))` The input image of this function is in float32 since it has divided...

Hello, I tested your code on the MNIST data set and found that the effect is not so good. Can you achieve better open set recognition?

Dear author! After reading the original paper and your work, I have a question: does open set recognition need to change the penultimate layer of deep learning network in the...

Hi, althogh I have run this project successfully, I'm still a little bit confused about the openmax threshold settings. Why you choose 10 as the openmax threshold? Could you please...

Hi Thanks for sharing your work , i want to use this because i think this might be worth trying, but i'm not sure how to go about this, in...

Can you please copy the original code for training de MINIS_CNN.h5? thanks!!