amanchhaparia/multi-cam-reid

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.