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Real-Time Object Tracking with YOLOv9 and DeepSORT Algorithm 

Muhammad Moin
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24 окт 2024

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Комментарии : 24   
@muhammadmoinfaisal
@muhammadmoinfaisal 7 месяцев назад
🧑🏻‍💻 My AI and Computer Vision Courses⭐: 📙 AI 4 Everyone: Dive into Modern AI with Llama 3.1 and Gemini (13$): www.udemy.com/course/ai-4-everyone-dive-into-modern-ai-with-llama-31-and-gemini/?couponCode=FREEOCTOBER 📙 YOLOv9 & YOLOv10: Learn Object Detection, Tracking & WebApps (13$): www.udemy.com/course/yolov9-learn-object-detection-tracking-with-webapps/?couponCode=OCTOBER13 📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$): www.udemy.com/course/learn-langchain-build-12-llm-apps-using-openai-llama-2/?couponCode=OCTOBER13 📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$): www.udemy.com/course/computer-vision-web-development/?couponCode=OCTOBER13 📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$): www.udemy.com/course/learn-opencv-build-30-apps-with-opencv-yolov8-yolo-nas/?couponCode=OCTOBER13 📗 YOLO-NAS, OpenAI, SAM with WebApps using Flask and Streamlit (13$): www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/?couponCode=OCTOBER13 📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$): www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/?couponCode=OCTOBER13 📙 YOLOv8: Object Detection, Tracking & Web Apps in Python 2023 (13$) : www.udemy.com/course/yolov8-the-ultimate-course-for-object-detection-tracking/?couponCode=OCTOBER13 📚 YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & Web Apps in Python 2023 (13$): www.udemy.com/course/yolov7-object-detection-tracking-with-web-app-development/?couponCode=OCTOBER13
@pawansharma-mi6ce
@pawansharma-mi6ce 7 месяцев назад
your teaching style very good i like your. udemy .. please make some video traffic montoring
@napsnu3501
@napsnu3501 5 месяцев назад
I want to load my custom model weight directly in code how can I do that? And while loading custom weight in prompt it is showing error " YOLOv9-DeepSORT-Object-Tracking\detect_dual_tracking.py", line 191, in run pred = pred[0][1] ~~~~~~~^^^ IndexError: index 1 is out of bounds for dimension 0 with size 1.
@Ansx-uq1tz
@Ansx-uq1tz 6 месяцев назад
how variable ims and draw_trails i can’t see when you define sir
@theunfolders5461
@theunfolders5461 7 месяцев назад
Sir can we predict traffic state i.e traffic rush using yolo v9 ? can you make a video on it ?
@muhammadmoinfaisal
@muhammadmoinfaisal 7 месяцев назад
I will try
@-Gangsterr-bl3bs
@-Gangsterr-bl3bs 7 месяцев назад
good tuto , thank you sir , please i have a question : how i can do the Re-ID using cloth color of each pedestrain ?
@kanishkabandopadhyay5179
@kanishkabandopadhyay5179 2 месяца назад
Sir, I have a problem. I want to save the output in a text file format with vehicle ids, vehicle classes, confidence lvl, bounding boxes coordinates for each frame with my trained model weight. but I face error. Is it possible to contact u.
@Dhanush-k1p
@Dhanush-k1p Месяц назад
what is the keyboard shortcut to close the video sir
@grownupregiment
@grownupregiment 3 месяца назад
Sir why are we not training the model and then implementing the tracking? Please answer.
@harshans7712
@harshans7712 3 месяца назад
we are using pretrained model, which is YOLO V9 , you can train your CNN or other model for object detection along with the bounding box and replace it inplace of YOLO V9 model
@CARevanthkumar
@CARevanthkumar 6 месяцев назад
How to use the argument reality with the openCV
@joelbhaskarnadar7391
@joelbhaskarnadar7391 7 месяцев назад
Good
@muhammadmoinfaisal
@muhammadmoinfaisal 7 месяцев назад
Thanks
@karthikkeyannatarajan6009
@karthikkeyannatarajan6009 7 месяцев назад
In the object tracking model, I need to find the distance of the vehicle from the camera which is recorded, how can I achieve it can you please help me to sort out this problem, this could be very helpful for my research paper
@karthikkeyannatarajan6009
@karthikkeyannatarajan6009 7 месяцев назад
This model couldn't detect ambulance in an video, how can i adjust the model to do so!
@Moon-D0G
@Moon-D0G 6 месяцев назад
How can we add custom classes or are there any more coco pre trained classes ? Thank you for great video
@erfanzamani3999
@erfanzamani3999 3 месяца назад
How many fps did you get with what hardware?
@rustcohle9134
@rustcohle9134 Месяц назад
can i implement the code onto cuda?
@Bruce4wayne0
@Bruce4wayne0 6 месяцев назад
hello sir i have followed all your steps, but it is showing this error -> File "C:\Users\sharm\OneDrive\Desktop\YOLOv9-DeepSORT-Object-Tracking-main\yolov9\detect_dual_tracking.py", line 9, in from deep_sort_pytorch.utils.parser import get_config ModuleNotFoundError: No module named 'deep_sort_pytorch.utils' Pls guide sir 🙏🙏🙏🙏🙏🙏🙏🙏
@cattnation6257
@cattnation6257 6 месяцев назад
first import like this import deep_sort_pytorch then from deep_sort_pytorch.utils.parser import get_config if any method did not work then import deep_sort_pytorch from deep_sort_pytorch.deep_sort import DeepSort import yaml # Load DeepSORT configuration from YAML file with open("deep_sort_pytorch/configs/deep_sort.yaml", 'r') as config_file: cfg_deep = yaml.safe_load(config_file) # Initialize DeepSORT tracker with loaded configuration deepsort = DeepSort(cfg_deep['DEEPSORT']['REID_CKPT'], max_dist=cfg_deep['DEEPSORT']['MAX_DIST'], min_confidence=cfg_deep['DEEPSORT']['MIN_CONFIDENCE'], nms_max_overlap=cfg_deep['DEEPSORT']['NMS_MAX_OVERLAP'], max_iou_distance=cfg_deep['DEEPSORT']['MAX_IOU_DISTANCE'], max_age=cfg_deep['DEEPSORT']['MAX_AGE'], n_init=cfg_deep['DEEPSORT']['N_INIT'], nn_budget=cfg_deep['DEEPSORT']['NN_BUDGET'], use_cuda=True) use this to initialize deepsort
@areebafatima8319
@areebafatima8319 5 месяцев назад
Make for vehicle detection tracking and counting using Yolov9 please its an urgent request
@ministerking2430
@ministerking2430 6 месяцев назад
👍👍👍
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