Real Time Sign Language Detection with YOLO-NAS and Webcam : Step by Step Tutorial | Custom Dataset

#yolonas #yolo #objectdetection #computervision #deeplearning #pytorch #opencv #python
𝗬𝗢𝗟𝗢-𝗡𝗔𝗦 a cutting-edge foundation model for object detection inspired by 𝗬𝗢𝗟𝗢𝘃𝟲 and 𝗬𝗢𝗟𝗢𝘃𝟴.
In this video , We’ll be taking a look at the new YOLO-NAS model from Deci AI. This is a new state-of-the-art model for object detection. We are going to take a look at the model, we will see how to Fine-Tune | Train the YOLO-NAS Model on the American Sign Language Letters Dataset, and how to do Hand Sign Detection with Webcam using Fine-Tuned YOLO-NAS Model on American Sign Language Letters Dataset. Furthermore, we will also see how to export the custom trained YOLO-NAS Object Detection model in the ONNX Format.

Github Repo:
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Complete YOLO-NAS Custom Object Detection Tutorial | Personal Protective Equipment (PPE) Detection
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⌛Time Stamps⏳
0:00 Introduction
0:41Installing the Packages
02:53 American Sign Language Letters Dataset Overview
14:22 Download the Demon Videos
15:15Training YOLO-NAS Model on American Sign Language Letters Dataset
21:42 Inference on Images and Videos
28: 26 Real Time Sign Language Detection with YOLO-NAS and Webcam
39:08 Convert the Model into ONNX format

[muhammadmoinfaisal]

🧑🏻‍💻 My AI and Computer Vision Courses⭐:

📙 AI 4 Everyone: Dive into Modern AI with Llama 3.1 and Gemini (13$):

📙 YOLOv9 & YOLOv10: Learn Object Detection, Tracking & WebApps (13$):

📕 Learn LangChain: Build #22 LLM Apps using OpenAI & Llama 2 (14$):

📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$):

📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$):

[adolfusadams]

Fantastic job Muhammad 👍

I have the following questions:

1) Can Yolo NAS work with an rtsp live stream url?
2) How to get Yolo NAS to print out what it is predicting in real-time? (Yolo 8 does this automatically.)
3) I notice when the webcam is used in your video and also even in my testing that the webcam video is laggy and stutters. Is it that we need to have gpu's on our local computers for the webcam videos to play smoothly?
4) How to use Yolo NAS int8 models?

[FOXININJA]

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

[mustafamado]

Great job! Thank you for sharing the project!

[TheRosejbob]

Fantastic job! Thank you for sharing the project!!!

[ozguronnder]

Good day, I'm entering the colaborat page you use, but it gives a warning as soon as I enter the page. High CPU usage will be required, in order to upgrade to google colab. Later on, it started giving an error in the code starting from the 2nd line. You don't see such a warning in the video, I wonder if your colab upper version or I can't do object recognition with yolo-nas without buying the higher version, thank you.

[indofiz]

Sir, if i change the yolo nas to yolov8 or v5, its ok right?

[sandyshorts]

Can i trained this on google colab with my own dataset and import it in pycharm for live webcam human detection?

[o-series]

Good work bro kindly make a video on deploying model on android device using tflite format

[jonathanmartinez]

Great video! One question, what if you want it to detect two hands at the same time?

[altayerkul]

Dude love your work and you are being really helpful keep up the good work

[debarghyakundu]

sir how can we convert the single letter to WORDS..

[MonirHossain-klwg]

I have tried to open and run the project but it show a problem like this"ModuleNotFoundError: No module named 'super_gradients'". I didn't find any solution to solve it. please give me the proper instruction to solve it.

[ASAD-csxs]

How to get Yolo NAS to print out what it is predicting in real-time? if you have the code for that please share it

[AnvithaReddy-ds]

Sir please help me with error in pothole detection using yolo v8 at 21:18 dataset not found

[meg]

Cool but is it possible to reverse this process in this project. can we make text to set of images using Yolo pls give tip or make a video.

[sethuraman]

Bro can you do tutorial on same topic by lane detection

[AXpeLiarmus]

Can you tell me what are your system specs?

[padmakumar]

When I install the super-gradients in PyCharm, its always shows error.

[debarghyakundu]

sir in step 11
pls shere the link of the videos
2 videos in g drive