Action Understanding
The CathAction dataset encompasses approximately 500,000 annotated frames for catheterization action understanding task such as catheterization anticipation and action recognition.
These are five classes: advance catheter, retract catheter, advance guidewire, retract guidewire, and rotate.
Annotation Files Structure
The groundtruth CSV file containing 6 columns:
| Column Name | Type | Example | Description |
|---|---|---|---|
video_id |
string | video_1 |
Video the segment is in. |
start_frame |
int | 430 |
Start frame of the action (WARNING only for frames extracted as detailed in Video Information). |
stop_frame |
int | 643 |
End frame of the action (WARNING only for frames extracted as detailed in [Video Information](#video-info |
all_action_classes |
list of int (1 or more) | [1] |
List of numeric IDs corresponding to all of the parsed Action’ classes. |
Please note we have included a python pickle file for ease of use. This includes a pandas dataframe with the same layout as above. This pickle file was created with pickle protocol 2 on Pandas version 0.22.0.
Animal Annotation
Phantom Annotation