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Enhanced Fall Dataset (total = 25,691)
Prerequisite
Download bear7011/gemma-4-e4b-kinetics_54K first for some overlapped videos. (This setting prevents cascading forgetting.)
Notification!
- Do not mix the sora-accident dataset into the training process.
- Video sources:
videos/kinetics_fall,videos/kinetics_neg— Kinetics datasetvideos/oops— OOPS! dataset (Columbia)
File Structure
├── annotations
│ ├── prompts.json
│ ├── train.json
│ └── val.json
├── distribution.json
├── label.txt
├── README.md
└── videos
├── kinetics_fall
├── kinetics_neg
└── oops
Label Distribution
This dataset is composed of three types of labels:
- General Fall (8,000)
- Hard Negative, similar to fall (10,691)
- Normal Hard Negative (3,800)
- Hard Hard Negative (3,500)
- Extreme Hard Negative (3,391)
- Overlapped videos from 54k (7,000)
- Downloads last month
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