strike-with-a-pose | simple GUI tool for generating adversarial poses | Machine Learning library
kandi X-RAY | strike-with-a-pose Summary
kandi X-RAY | strike-with-a-pose Summary
A simple GUI tool for generating adversarial poses of objects.
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Top functions reviewed by kandi - BETA
- Set entry form values
- Fill entry form
- Sets the amount of too close pixels
- Set the minimum angle of view
- Run CMAEvolution strategy
- Generate a rotation matrix
- Render the scene
- Predict boxes from an image
- Add boxes and labels
- Create box and label arrays
- Handle key press events
- Capture the current screenshot
- Initializes the GL animation
- Handle wheel event
- Predict the image
- Calculate the normal map of the layer
- Predict the prediction
- Change camera angle of view
- Load the label map
- Calculates the approximator for a given parameter
- Get the pixel coordinates of the vertex
- Generate rotation matrix from azimuth and azimuth
- Generate rotation matrix
- Render the game
- Initialize a mesh object
- Predict on the given image
- Generate start parameters
- Run a z - random search
strike-with-a-pose Key Features
strike-with-a-pose Examples and Code Snippets
Community Discussions
Trending Discussions on strike-with-a-pose
QUESTION
I developed a GUI tool (using PyQt5) that integrates OpenGL graphics (using ModernGL) with a neural network to explore how neural networks fail when presented with certain object poses. The full source code is available here. For the "detector" and "mapper" modes, when the user queries the neural network by pressing a key, the neural network predictions are rendered on top of the object, e.g.:
Importantly, I tried to set it up such that if the user queries the neural network a second time without altering anything, the tool first clears the old prediction before generating a new prediction to render. Here's that bit of code:
...ANSWER
Answered 2019-Feb-05 at 20:36The fact that it seemed to be working when not in live mode was a red herring that sent me down the wrong path. The fix was the obvious one of making sure I was properly clearing and rendering things in the right order. The commit can be found here.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install strike-with-a-pose
You can use strike-with-a-pose like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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