ai-agent

MiSLAS

Improving Calibration for Long-Tailed Recognition (CVPR2021)
151 stars24 forksPythonUpdated 11/10/2021100% free · open source
What it does

MiSLAS is a Python tool that improves calibration for long-tailed recognition in computer vision tasks, helping models to better handle imbalanced datasets.

When to use it
  • •When dealing with datasets that have a long-tailed distribution, where some classes have many more instances than others
  • •When evaluating the calibration of a model on a specific task, such as image classification or object detection
  • •When trying to improve the performance of a model on a long-tailed dataset, especially on the tail classes
Ready-to-paste prompt
python train.py --config config.py --dataset cifar10 --model resnet32
Heads up: Make sure to install the required Python packages by running pip install -r requirements.txt before running any scripts, and also ensure that the GPU is properly configured if using CUDA for acceleration
Saves to your device
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Claude Code
mkdir -p ~/.claude/skills/mislas && curl -fsSL https://workflowstacks.com/api/skills/mislas/claude-skill -o ~/.claude/skills/mislas/SKILL.md
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Details
Creator
JIA-Lab-research
Language
Python
Category
ai-agent
Published
3/1/2021

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