-
Notifications
You must be signed in to change notification settings - Fork 6
Data Sets
All dataset are located under /extra/data_sets/UCF-101.
/extra/data_sets/UCF-101/frames
All frames have a size of 320x240, except for 4 videos:
- v_PommelHorse_g05_c01
- v_PommelHorse_g05_c02
- v_PommelHorse_g05_c03
- v_PommelHorse_g05_c04
Those videos have a size of 400x226.
cnn: /extra/data_sets/UCF-101/frames/txt-files/cnn
- train.txt & test.txt: All frames with the corresponding class label are listed. The frames in the file are sorted by video.
- train_random.txt & test_random.txt: All frames with the corresponding class label are listed. The frames in the file are complety shuffeld.
lstm: /extra/data_sets/UCF-101/frames/txt-files/lstm
- train.txt & test.txt: 16 frames per video with the corresponding class label are listed. The frames in the file are sorted by video.
- train_random.txt & test_random.txt: 16 frames per video with the corresponding class label are listed. The frames in the file are complety shuffeld.
| Name | Used by | Location | Based on |
|---|---|---|---|
| cnn | Spatial CNN | /extra/data_sets/UCF-101/lmdb/??? |
??? |
| lstm | Spatial LSTM, Fusion | /extra/data_sets/UCF-101/levelDB/spatial/lstm |
/extra/data_sets/UCF-101/frames/txt-files/lstm: train.txt and test.txt
|
/extra/data_sets/UCF-101/flow
The stack size of all extracted flow frames is 10. So the x- and y-flow for the 10 next frames are used for the flow of a current frame.
All frames have a size of 320x240, except for 4 videos:
- v_PommelHorse_g05_c01
- v_PommelHorse_g05_c02
- v_PommelHorse_g05_c03
- v_PommelHorse_g05_c04
Those videos have a size of 400x226.
cnn_all: /extra/data_sets/UCF-101/flow/txt-files/cnn_all
train.txt & test.txt: All flow frames with the corresponding class label are listed. The flow frames in the file are complety shuffeld. This txt-files are based on the train_random.txt and test_random.txt in /extra/data_sets/UCF-101/frames/txt-files/cnn.
cnn_16_per_video: /extra/data_sets/UCF-101/flow/txt-files/cnn_16_per_video
train.txt & test.txt: 16 flow frames per video with the corresponding class label are listed. The flow frames in the file are complety shuffeld. This txt-files are based on the train_random.txt and test_random.txt in /extra/data_sets/UCF-101/frames/txt-files/lstm.
lstm: /extra/data_sets/UCF-101/flow/txt-files/lstm
train.txt & test.txt: 16 flow frames per video with the corresponding class label are listed. The flow frames in the file are sorted by video. This txt-files are based on the train.txt and test.txt in /extra/data_sets/UCF-101/frames/txt-files/lstm.
| Name | Used by | Location | Based on |
|---|---|---|---|
| cnn_all | Fudan | /extra/data_sets/UCF-101/levelDB/flow/cnn_all |
/extra/data_sets/UCF-101/flow/txt-files/cnn_all/: train.txt and test.txt
|
| cnn_16_per_video | Fudan | /extra/data_sets/UCF-101/levelDB/flow/cnn_16_per_video |
/extra/data_sets/UCF-101/flow/txt-files/cnn_16_per_video: train.txt and test.txt
|
| lstm | Motion LSTM, Fusion | /extra/data_sets/UCF-101/levelDB/flow/lstm |
/extra/data_sets/UCF-101/flow/txt-files/lstm: train.txt and test.txt
|