How to contribute
Help building the visionAI wiki, because you probably know it better anyway
We just are just getting started with the wiki and it's far from perfect. If you happen to know something about terms mentioned in the wiki and would like to contribute to this wiki, please be our guest! We appreciate every help and would send you a small thank you if you'd like to disclose your identity to us.
To contribute to the wiki, please reach out to [email protected] and we'll add you as an author to this Gitbook.
Some of the ideas we have to expand the wiki:
    adding more frameworks to the code-examples
    adding more sophisticated theoretical explanations
    linking relevant papers and blog posts
    adding more terms (see the list below)
But, we're always open to your ideas as well!

Terms we plan to include

Below, you find all the terms which we'd like to add to the wiki. The ones crossed out are the ones, which are already written. So, if you want to contribute just choose one which isn't crossed out yet. If you feel like something is missing, just add it as a pull request ๐ŸŒž

Model families

    Classifier / Tagger
    Semantic Segmentor
    Object Detector
    Instance Segmentor
    Attributor

Model architectures

    DeeplabV3+
    ResNet
    Faster R-CNN
    Mask R-CNN

Metrics

    Confusion matrix
    Accuracy
    Hamming Score
    IoU
    mAP
    Precision
    Recall

Loss

    Combined Segmentation Loss
    Combined Detection Loss
    Cross-Entropy Loss
    Binary Cross-Entropy Loss

Solvers / optimizers

    SGD
    Adam
    AdamW

Scheduler

    Warm-up

Training parameters

    Iterations
    Epochs
    Batch size
    Evaluation period
    Patience
    Min delta
    Seed
โ€‹
Last modified 4mo ago