xdr-tuner VS temperature_scaling

Compare xdr-tuner vs temperature_scaling and see what are their differences.

xdr-tuner

Adjust the white point, gamma or make your XDR display darker without losing HDR peak luminance or the ability to adjust display brightness (by supercurio)

temperature_scaling

A simple way to calibrate your neural network. (by gpleiss)
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xdr-tuner temperature_scaling
1 2
19 1,014
- -
0.0 1.8
over 2 years ago over 2 years ago
Python Python
Apache License 2.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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xdr-tuner

Posts with mentions or reviews of xdr-tuner. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-23.

temperature_scaling

Posts with mentions or reviews of temperature_scaling. We have used some of these posts to build our list of alternatives and similar projects.
  • Calibrating the confidence of a neural network
    1 project | /r/MLQuestions | 2 Mar 2022
    I came across Geoff Pleiss' idea of temperature scaling and thought it would be interesting to try, if not useful. In doing so I had a few questions:
  • How do I apply temperature scaling to a PyTorch LightningModule?
    1 project | /r/MLQuestions | 4 Nov 2021
    I am trying to implement temperature scaling to calibrate the probabilities output by my PyTorch LightningModule used to solve a multiclass text classification problem. That link makes it seem as if one can just add two lines to a LightningModule and have it work, but it then says to "optimize the self.temperature parameter with a few iterations of gradient descent. For a more complete example, check out this PyTorch temperature scaling example on Github."

What are some alternatives?

When comparing xdr-tuner and temperature_scaling you can also consider the following projects:

Lunar - Intelligent adaptive brightness for your external monitors

evdev-joystick-calibration - Run, pick up the gamepad and turn sticks with triggers around

MonitorControl - 🖥 Control your display's brightness & volume on your Mac as if it was a native Apple Display. Use Apple Keyboard keys or custom shortcuts. Shows the native macOS OSDs.

Keras - Deep Learning for humans

FastFlix - FastFlix is a free GUI for HEVC and AV1 encoding, GIF/WebP/AVIF creation, and more!

BrightIntosh - Unlock the full brightness of the XDR display of your MacBook Pro

BrightXDR - Free and Open Source alternative to Vivid macOS application to extend Apple XDR display brightness from 500 up to 1600 nits.