multi-cam-reid's People
multi-cam-reid's Issues
Bug: IoU Prediction
In the iou_predict
of the iou prediction tracker, the history is not being updating when there are no detection ie in case of miss
. After the len
of the history the bbox in the history becomes constant and doesnt account the motion. link
Solution:
When the miss
variable is greater then 1, i.e. no detection then update the history
records with the predicted values until max_age
is triggered.
Add Documentation: Detectors
Add the documentation for the detector including its introduction, installation instructions, dependencies, usage etc.
[FCDSC] Segment Generation
Generate segments and tracks from the dataset
Add documentation for different tracker class and their properties
Description of the Issue:
Add docstring for all the tracker class and their usage of their properties such as:
- Defintion of the tracker class
- Documentation for the usage of their properties such as tracks, nextID, minhits etc
[FCDSC] Annotations for Within-Camera tracking
Add code for extracting people from this dataset on view-IP1.mp4
scene and extract their deep features from torchreid and append it to the output.txt
file.
Add Documentation: Trackers
Description:
Add the proper documentation for individual trackers including their introduction, theory, flowchart, installation dependencies, usage, etc
Add Tracker: SORT
Implement a new tracker under the trackers
section referring the research paper.
This should also include with proper documentation of its theory, installation dependencies, usage etc.
Add Tracker: Deep SORT
Implement a new tracker named Deep SORT by referring the research paper.
This should also include the proper documentation of the implementation, installation dependencies, usage etc.
Missing condition: Returning track even they are lost
Description of the issue:
A condition is missing while returning the tracks from the update
method() Eg, Here the tracks whose numbers of miss is zero should only be returned. This issue needs to be corrected for all the trackers.
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