Видео

where is the folder file which is used in pycharm in this video. its not available in github repo

Great video.

Hi, I have a question I used ByteTrack and the default parameter for sorting(in video 2 people) but I didn't find any difference. Do you agree with me?

can i run it on colab?

Good work brother

Nice work sir

🧑🏻‍💻 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

subscribed

Doesn't this make your dataset public for anyone to search and use?

Nice job man

Great work

Good

🧑🏻‍💻 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

🧑🏻‍💻 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

🧑🏻‍💻 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

Your Udemy course has exceeded my expectations; I'm pretty pleased! Enrollment growth, encouraging feedback, and revenue optimization are our objectives. To further improve your course, I'm eager to design original strategies.

Hi, is there a way to detect bycicles also?

I am working on trying to code and implement something like this for underwater footage (videos) of fish, for ecological studies. Could you make it, so that each and every fish get's counted somewhat correctly? The challenge i face, is figuring out how to accurately count the species individuals when they are entering and leaving from all angles (even from the front the back). WOuld appreciate your input

how to implement it in live senario

After the course ,then we can able or not detecting/counting live camera object

Looking forward to enroll in it!!!😄

Interesting Work Sirji

can i implement the code onto cuda?

Is this funetuning??

🧑🏻‍💻 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

🧑🏻‍💻 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

the response generation takes lots of time.

Hi friend i am getting a subprocess error for protobof, I have tried to individually install all packages but the error seems to persist. Can you please help me in this?

If you are using latest version of all the libraries, here is the working code, copy and paste. import os import warnings # Suppress TensorFlow warnings os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' warnings.filterwarnings('ignore', category=FutureWarning) warnings.filterwarnings('ignore', category=UserWarning) warnings.filterwarnings('ignore', category=DeprecationWarning) # Disable oneDNN optimizations os.environ['TF_ENABLE_ONEDNN_OPTS'] = '0' # Suppress specific TensorFlow warning import tensorflow as tf tf.get_logger().setLevel('ERROR') # Other imports import cv2 import numpy as np from super_gradients.training import models import torch import math # Load the video file cap = cv2.VideoCapture("\videos\test.mp4") # Get frame width and height frame_width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH)) frame_height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT)) fps = int(cap.get(cv2.CAP_PROP_FPS)) # Set up the device for torch (CUDA if available, otherwise CPU) device = torch.device("cuda" if torch.cuda.is_available() else "cpu") # Load the model with pretrained weights and move to the correct device model = models.get(model_name="yolo_nas_s", pretrained_weights="coco").to(device) # Initialize a counter for frames count = 0 # Load class names from a text file with open("coco.txt", "r") as my_file: classNames = my_file.read().splitlines() # Initialize VideoWriter object out = cv2.VideoWriter('outpy.avi', cv2.VideoWriter_fourcc(*'MJPG'), fps, (frame_width, frame_height)) # Set frame skip frame_skip = 2 # Process every 3rd frame # Process video frames while True: for _ in range(frame_skip): ret = cap.grab() # Skip frames if not ret: break ret, frame = cap.read() if not ret: break # Predict using the model result = model.predict(frame, conf=0.25) # Access predictions from the result object detections = result.prediction for i in range(len(detections.bboxes_xyxy)): bbox = detections.bboxes_xyxy[i] confidence = detections.confidence[i] class_id = detections.labels[i] x1, y1, x2, y2 = map(int, bbox) class_name = classNames[int(class_id)] conf = math.ceil(confidence * 100) / 100 label = f"{class_name} {conf:.2f}" print(f"Frame Number: {count}, Class: {class_name}, Confidence: {conf:.2f}, X: {x1}, Y: {y1}") # Calculate text size and draw rectangles t_size = cv2.getTextSize(label, 0, 1, 2)[0] c2 = x1 + t_size[0], y1 - t_size[1] - 3 cv2.rectangle(frame, (x1, y1), (x2, y2), (0, 255, 255), 3) cv2.rectangle(frame, (x1, y1), c2, (255, 144, 30), -1, cv2.LINE_AA) # filled cv2.putText(frame, label, (x1, y1 - 2), 0, 1, [225, 255, 255], thickness=1, lineType=cv2.LINE_AA) # Write the frame to the output video out.write(frame) # Display the frame cv2.imshow("Frame", frame) # Break the loop if 'q' is pressed if cv2.waitKey(1) & 0xFF == ord('q'): break count += frame_skip + 1 # Increment frame counter # Release resources out.release() cap.release() cv2.destroyAllWindows()

what is the keyboard shortcut to close the video sir

is yolo free for commercial ?

Thank you so much! How can we implement this on a realtime camera feed?

Hi, I have done a real time web app for detection by Yolov8 with your course. However, I have an issue with the display of the output in the HTML page. In this issue, the output is suffering from image clutter in webcam output and video output. Can you help me how to fix this?

this is best ever video i found on RUclips after two weeks struggle. keep it up. you are gem.in search of this exact thing ,and you made my day thank you so much. but one problem i am getting while inferencing image when i put link of my image through drive , colab did not show same results as yours. please tell me from where you put that link in step 4 first line

is it possible to do it real time using camera with this code?

Sir can you upload videos of llama 3

i want to use llama 3.1 70b model but what embeddings should i chose in pinecone?? i have these options to set up by model : multilingual-e5-large 1024 cosine text text-embedding-3-small 1536 cosine text text-embedding-3-large 3072 cosine text Cohere-embed-multilingual-v3.0 1024 cosine text text-embedding-ada-002 1536 cosine text CLIP-ViT-B-32-laion2B-s34B-b79K 512 cosine text + image

This is really helpful and surprisingly simple! Thank you

Object Detection/YOLOv8-DeepSORT-Object-Tracking/ultralytics/yolo/v8/detect/predict.py", line 13, in <module> from ultralytics.yolo.engine.predictor import YOLO ModuleNotFoundError: No module named 'ultralytics.yolo' while running this it shows me error of no module name ultralytics.yolo

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.

Is it possible to reach realtime perfoamnce?

لو متا تعمل مشروع التعرف علي تعبيرات الوه من خلال الاميرا بس يبقي احترافي زي شغلك

for vehicle labels, do you use Roboflow or is there already a program?

I need code for this project

bro can you help me integrate this with frond end?

Helo sir

The google collab code does not work.

Is it possible to integrate DeepSORT to another model which is not yolov8? I am working on an external model called "DAMO-YOLO", it does not use ultralytics. Can i integrate DeepSORT into my program because this model does not have an inbuilt tracker.

🧑🏻‍💻 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

sir plz add your udemy courses to personal planes