Comments (5)
hi @Razamalik4497 .. now its updated.. now u can try
$ python track_v8.py --source 0 1 vid1.mp4 vid2.mp4 --track --count
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Thank you, Bharath, for your invaluable assistance. I have successfully implemented multi-camera tracking. However, I've encountered an issue: the tracking IDs differ between both streams, even though I used two cameras capturing the same object simultaneously.
Thank you!
Raza
from strongsort-yolo.
Thank you, Bharath, for your invaluable assistance. I have successfully implemented multi-camera tracking. However, I've encountered an issue: the tracking IDs differ between both streams, even though I used two cameras capturing the same object simultaneously.
Thank you! Raza
oh .. i got you... i think u are searching for this 'Multi-target Multi-camera tracking' // even nvidia has done the same like 'Tracking Objects Across Multiple Cameras Made Easy with Metropolis Microservices' /// hope this helps ))
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I appreciate your prompt response.
After reviewing the 'NVIDIA Multi-Camera Tracking,' I realized that I want to use YOLO for my project since it's already written in YOLO. This will make it easier to implement multi-camera tracking using YOLO. Can I enhance the code to track the same object with same ID in your multi camera tracking.
from strongsort-yolo.
I appreciate your prompt response. After reviewing the 'NVIDIA Multi-Camera Tracking,' I realized that I want to use YOLO for my project since it's already written in YOLO. This will make it easier to implement multi-camera tracking using YOLO. Can I enhance the code to track the same object with same ID in your multi camera tracking.
Certainly! If you've decided to use YOLO for your multi-camera tracking project and have reviewed the NVIDIA Multi-Camera Tracking code, you can enhance the system to track the same object with the same ID across different cameras. Here's a general approach:
- Track the same object with the same ID across different cameras
- Make sure YOLO's detection output includes a unique identifier for each detected object.
- Adjust the tracking algorithm to handle multi-camera tracking and object ID association.
- Ensure that timestamps are synchronized across all cameras to align the data accurately. This is crucial for associating objects correctly in the temporal domain.
- PCA or clustering algos can enhance the performance of clustering and classification algorithms.
- Set up communication between cameras to share object information in real-time.
- Ensure that timestamps are synchronized for accurate object tracking across frames.
- Test and evaluate the modified system for tracking accuracy and real-time performance.
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Related Issues (20)
- If I want to use image instead of video input, can it be done๏ผ HOT 1
- IndexError HOT 2
- IndexError: list assignment index out of range HOT 1
- StrongSORT Features
- IndexError: list index out of range HOT 1
- Where to find the index meaning in txt results? HOT 1
- --save-vid not working HOT 1
- Do you plan to add more recent algorithms such as yolov8 and yolov6? HOT 1
- dynamic id assignment HOT 4
- Real-time multi-camera HOT 1
- StrongSort is StrongSort++?
- Multi Camera Tracking HOT 1
- --save-img ONLY for first detection of each unique tracker ID HOT 2
- How to use this for multi camera multi objects tracking HOT 1
- Model not working with custom YOLOv8 weights HOT 3
- SyntaxError HOT 2
- Object Path Trajectory HOT 3
- from yolov5.utils.general import (LOGGER, check_img_size, non_max_suppression, scale_coords, check_requirements, cv2, ImportError: cannot import name 'scale_coords' from 'yolov5.utils.general' HOT 1
- can't play saved video when `--save-vid` is used together with `--count` HOT 3
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