Clash Royale Annotator

Help improve Py-Clash-Bot AI by labeling fights

Check out unit classifcation mode!
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Annotation Instructions

Follow these steps to draw accurate bounding boxes:

Instruction 1

Draw a rectangle around each unit.

Instruction 2

Ignore background elements — skip labeling other gameplay elements (e.g. towers, spells, gravestones, dead units).

Make sure the box tightly fits the unit — extend to the leftmost, rightmost, topmost, and bottommost edges.

Instruction 4

Don't label spells.

Instruction 5

Box overlap is OK — don't worry if boxes intersect.

Label every troop — all gameplay units (e.g. troops, turrets, spawners, cloned units, buildings).

Instruction 7

Even label unspawned troops- if you can clearly see the troop in the replay, draw a box around it.

🧠 Example Fight Annotations

Use these annotated gameplay examples to learn how to correctly draw bounding boxes around troops, towers, and spells.

Example 1Example 2Example 3Example 4Example 5Example 6Example 7Example 8Example 9Example 10Example 11Example 12Example 13Example 14Example 15