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.
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!
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 🌞
Classifier / Tagger Semantic Segmentor Object Detector Instance Segmentor Attributor DeeplabV3+ ResNet Faster R-CNN Mask R-CNN Confusion matrix Accuracy Hamming Score IoU mAP Precision Recall
Combined Segmentation Loss
Combined Detection Loss
Cross-Entropy Loss Binary Cross-Entropy Loss SGD Adam AdamW Warm-up Iterations Epochs Batch size
Patience Min delta Seed