Instance Segmentation Dataset
An instance segmentation dataset built from Clash of Clans gameplay footage, containing approximately 6,900 frames, 4.2 million polygon masks, and 1,900 categories. It is provided in YOLO seg and COCO formats, with the validation set split by base.
Timeline (last 90 days)
The dataset contains 6,909 frames of Clash of Clans gameplay images.
The dataset contains about 4.2 million masks.
The dataset covers about 1,900 categories.
The dataset's frames come from three Clash of Clans screens: the scouting screen, the battle process, and the battle end screen.
The dataset is provided in both YOLO seg and COCO formats.
The dataset's validation set is split by base, ensuring that frames from the same base do not appear in both the training set and the validation set.
The publisher provides free samples and an online viewer (Hugging Face Spaces), and the full dataset requires payment.
1,900 categories may lead to a highly imbalanced category distribution, with some rare categories having very few samples that the model struggles to learn well.
The dataset covers only one game (Clash of Clans), and transferring to other games requires re-annotation.
All Facts (9)
The dataset contains 6,909 frames of Clash of Clans gameplay images.
50%UnverifiedThe dataset contains about 4.2 million masks.
50%UnverifiedThe dataset covers about 1,900 categories.
50%UnverifiedThe dataset's frames come from three Clash of Clans screens: the scouting screen, the battle process, and the battle end screen.
50%UnverifiedThe dataset is provided in both YOLO seg and COCO formats.
50%UnverifiedThe dataset's validation set is split by base, ensuring that frames from the same base do not appear in both the training set and the validation set.
50%UnverifiedThe publisher provides free samples and an online viewer (Hugging Face Spaces), and the full dataset requires payment.
50%Unverified1,900 categories may lead to a highly imbalanced category distribution, with some rare categories having very few samples that the model struggles to learn well.
50%UnverifiedThe dataset covers only one game (Clash of Clans), and transferring to other games requires re-annotation.
50%