I'm working on a project which requires vehicles to be detected real time and get the number of vehicles at any instance of time. I am using YOLOv8 + ByteTrack for this purpose. However, when I run my model on the real time RTSP stream, each vehicle is being Re-ID'd a lot (Same vehicle is assigned multiple ID's). But I noticed that if I download a small clip of my RTSP stream and then run my model on it, ByteTrack does a pretty decent job in preventing Re-Identification. Any idea why the real time RTSP stream is not able to produce the same results?
Re-Identification while using YOLOv8 + ByteTrack on real time RTSP stream
33 views Asked by Deepu Johnson At
0
There are 0 answers
Related Questions in RTSP
- How can I integrate VLC in angular?
- How stream with gstreamer and open the stream on any computer
- Python + VLC + RTSP - cannot take screenshot
- python, vlc, rtsp. Screenshots doesn't work
- RTSP camera sub stream url
- Can we restrict client port range for GStreamer rtspsrc element?
- Android - RTSP Streaming from Camera and view from remote location
- Re-Identification while using YOLOv8 + ByteTrack on real time RTSP stream
- RTSP Stream Won't Start/Times out When Adding `rtspsrc` to Running Gstreamer Pipeline
- How to get frame number from FFMPEG RTSP stream
- Capturing rtspsrc headers in gstreamer
- Cannot open RTSP videostream with OpenCV in Java
- CCTV c# in WPF Forms exit button
- OpenCV real time streaming video capture is slow. How to get synced with real time?
- Encountering issues when attempting to stream RTMP with Jetson Nano using Gstreamer and OpenCV
Related Questions in YOLOV8
- What is the parameter for CLI YOLOv8 predict to use Intel GPU?
- Need help in Converting Python script (Uses Yolo's pose estimation) to an android app
- AttributeError: 'Results' object has no attribute 'box'. can anyone explain this?
- I am trying to make a project of object detection on kaggle notebook using yolo. and i am facing this error. here is my code and my error
- Ultralytics doesn't find source
- How to Run Yolo v8 using OpenCV's DNN in Java?
- How can I deploy Ultralytics YOLOv8 on Azure AKS Specifically on the score.py file?
- Can i merge my custom model and pretrained model in yolov9
- Yolov8 Hyperparameter tunning
- Use Keras_cv for object detection with GPU on Windows
- Converting YOLOv8 ONNX Model to TFLite for Android: Issues with Metadata
- cannot upload app.py to huggingface space
- Re-Identification while using YOLOv8 + ByteTrack on real time RTSP stream
- Improve accuracy of yolov8 model
- Yolov8 output difference in Flutter and Python
Related Questions in TRACKER
- Re-Identification while using YOLOv8 + ByteTrack on real time RTSP stream
- How to change the person my code was following/tracking by clicking or selecting another person by mouse? Rest details of project below
- cv2 has no attribute legacy
- Motion Detection by Yolo and Tracker's data
- module 'cv2' has no attribute 'TrackerCSRT_create'
- how can i know or set id for any HTTP request in Laravel
- Torrent Trackers return port 0 in for peer in peer list
- How to get rid of reinitialization of Matlab trackerGNN for multiple scenarios?
- Selection of specific object by selectROI from the main image while tracking process is being held on subtracted background
- Why am I getting cv2.error: Unknown C++ exception from OpenCV code?
- Unable to use the inbuilt _registerListenersForTrackedConditions() method for tracked conditions and related HTML listeners
- Tracker Algorithms in Open cv install
- Idle Time is not being calculated
- Trying to make crosshair into mouse with Pygame
- gsutil command error - [No space left on device. This can happen if gsutil is configured to save tracker files to an unwritable directory]
Related Questions in ULTRALYTICS
- Ultralytics doesn't find source
- Error while training YOLO model: ValueError in ultralytics dataset.py line 139
- YoloV5 hangs in a container
- cannot upload app.py to huggingface space
- Re-Identification while using YOLOv8 + ByteTrack on real time RTSP stream
- Saving yolo Model Result as String
- Simple Torch Model Test: ModuleNotFoundError: No module named 'ultralytics.yolo'
- Error in installing ultralytics in my raspberry pi 4
- getting error: subprocess-exited-with-error while installing segmentation package from github
- OpenCV : cap.read() doesnt read frames from live camera feed after few frames
- Why yolov8 starts parallel process automatically while start training, validation, and testing in C++
- I am having problem converting py file to exe with ultralytics library = 8.1.20
- YOLOv8 multiGPU usage doesn't increase the training speed
- How to stream smoothly from flask yolov8 to reactjs frontend
- Issue with loading TFLite model on Jetson Nano 2GB developer kit: RuntimeError: Cannot find callable yolov5s.tflite in hubconf
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
Popular Tags
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)