Antoine Hue

Management of X/Y swap and inversions

29

Detect and take into account for X/Y axes swap and inversion. - better make system (no more #include "xxx.cpp" ) - only outputting calibration commands or data => can be...

Reshape Layer

2

Support for Keras Reshape layer: - handling of plot_top_connections_backward/forward - handling of activation maps

The (image) datasets are often not normalized (e.g. pixel RGB encoded on unsigned bytes). Currently data normalization is by dividing the data by 256 if input is not float32 type....

Support for Upsampling2D

1

Upsampling layer(s) are not displayed as a layer on the network representation but as a feature to the output of previous layer. Also, the sampling factor is set on the...

Input * Weight contribution graph

1

Given a neural unit of a Dense layer, given an input sample (image), display the bar chart of the products of the weight times the input as a new tab...

Often used in GAN and VAE Beware of the stripe parameters (decimal)

Give possibility to load own test data Issues: - Data format within tabular files ? CSV ? TSV ?... - Image formats and other directory-file based datasets ? - Adapters...

When selecting some unit on the main view, the previously selected unit's connections (topn weights) is not always cleared. It might be related to the React handling of animated dcc.Graph()

Conda package

1

Create and submit a Conda package (automate if possible)

There is currently no colorbar for the network view. The color bar is within the Convo unit details only (filter heatmaps). Add a colorbar on the left of the view