YOLOv5s model finetuned on a dataset of Genshin Impact monster screenshots. This dataset contains annotations of 23 classes and a script to easily refactor the directory structure for training with YOLOv5. Here's a demo on YouTube.
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Classes:
- Hilichurl
- Hilichurl Shooter
- Pyro Hilichurl
- Pyro Hilichurl Shooter
- Electro Hilichurl Shooter
- Cryo Hilichurl Shooter
- Shieldwall Mitachurl
- Axe Mitachurl
- Samachurl
- Abyss Mage
- Pyro Slime
- Hydro Slime
- Anemo Slime
- Electro Slime
- Dentro Slime
- Cryo Slime
- Geo Slime
- Ruin Guard
- Treasure Hoarder
- Treasure Hoarder Marksman
- Whopperflower
- Chest
- Pig
Note that I grouped the Hilichurl Grenadiers with regular Hilichurls and Treasure Hoarders who are not marksmen with regular Treasure Hoarders.
Acknowledgements:
A special thanks to:
- @PussInBamboos aka 竹林猫王 for helping with in-game screenshot collection
- @DavidZhang14 for helping with the dataset annotations.