token_dtype
stringclasses 1
value | s
int64 16
16
| h
int64 16
16
| w
int64 16
16
| vocab_size
int64 262k
262k
| hz
int64 30
30
| tokenizer_ckpt
stringclasses 1
value | num_images
int64 94.9k
425k
| num_episodes
int64 304
1.46k
| task
stringclasses 1
value |
---|---|---|---|---|---|---|---|---|---|
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 371,261 | 1,442 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 344,789 | 1,211 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 357,772 | 1,104 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 329,398 | 1,146 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 259,526 | 1,053 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 292,590 | 1,095 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 258,855 | 910 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 277,188 | 1,037 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 140,268 | 531 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 144,385 | 561 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 136,429 | 547 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 363,298 | 1,119 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 316,457 | 782 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 200,611 | 1,005 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 401,056 | 1,148 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 190,631 | 863 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 94,891 | 304 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 276,060 | 887 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 425,320 | 1,411 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 398,222 | 1,459 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 315,581 | 1,267 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 253,638 | 1,022 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 251,936 | 1,045 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 245,124 | 1,028 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 259,909 | 716 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 281,718 | 997 | twist_the_tube |
uint32 | 16 | 16 | 16 | 262,144 | 30 | data/magvit2.ckpt | 142,346 | 568 | twist_the_tube |
CyberOrigin Dataset
Our data includes information from home services, the logistics industry, and laboratory scenarios. For more details, please refer to our Offical Data Website
contents of dataset:
cyber_twist_the_tube # dataset root path
└── data/
├── metadata_ID1_240808.json
├── segment_ids_ID1_240808.bin # for each frame segment_ids uniquely points to the segment index that frame i came from. You may want to use this to separate non-contiguous frames from different videos (transitions).
├── videos_ID1_240808.bin # 16x16 image patches at 30hz, each patch is vector-quantized into 2^18 possible integer values. These can be decoded into 256x256 RGB images using the provided magvit2.ckpt weights.
├── ...
└── ...
{
"task": "Twist the Tube",
"total_episodes": 26258,
"total_frames": 25085555,
"token_dtype": "uint32",
"vocab_size": 262144,
"fps": 30,
"manipulation_type": "Bi-Manual",
"language_annotation": "None",
"scene_type": "Table Top",
"data_collect_method": "Directly Collection on Human"
}
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