YOLOv8 Object Detection with Flask | Object Detection Web Application
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- Опубліковано 3 жов 2024
- Learn to Create AI Based Personal Protective Equipment Detection System for construction Site using YOLOv8 and Flask.
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For queries: You can comment in comment section or you can mail me at aarohisingla1987@gmail.com
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An AI based inspection system can reliably identify complex situations in real-time and clearly identify previously trained features (e.g. safety helmets & vests) - even under difficult viewing angles, light situations, weather conditions.
In computer vision, real-time object detection is a very important task that is often a key component in computer vision systems.
An object detector is an object detection algorithm that performs image recognition tasks by taking an image as input and then predicting bounding boxes and class probabilities for each object in the image. Most algorithms use a convolutional neural network (CNN) to extract features from the image to predict the probability of learned classes.
What is YOLO in computer vision?
YOLO stands for “You Only Look Once”, it is a popular family of real-time object detection algorithms. The original YOLO object detector was first released in 2016. It was created by Joseph Redmon, Ali Farhadi, and Santosh Divvala. At release, this architecture was much faster than other object detectors and became state-of-the-art for real-time computer vision applications. Since then, different versions and variants of YOLO have been proposed, each providing a significant increase in performance and efficiency. The versions from YOLOv1 to the popular YOLOv3 were created by then-graduate student Joseph Redmon and advisor Ali Farhadi. YOLOv4 was introduced by Alexey Bochkovskiy, who continued the legacy since Redmon had stopped his computer vision research due to ethical concerns. YOLOv8 is the latest official YOLO version created by the original authors of the YOLO architecture. We expect that many commercial networks will move directly from YOLOv4 to v8, bypassing all the other numbers.
#objectdetection #python #flask #webapplicationdevelopment #webapp
you are my saviour , i wish you all the success
Thank you! Glad my video is helpful.
Great Video !!
Can you please provide the Github link for this project
THANKS 🙏 , please share the notebook file in description
Madam will you suggest to use Django or Flask to integrate my YOLO v8 for my plant disease detection project? Which one do you think is better? And if possible can u make a video with Django and yolo v8?
I prefer to work with Flask but request noted. I will try to do a video after finishing my pipelined tasks.
@@CodeWithAarohi thank you madam.✨
Great explanation, thank you so much! you helped me with my thesis. Greetings from Colombia 👋
Glad it helped!
can you provides the codes
Hello Arohi, can I get the GitHub repository or code for this project.
Thank You
This code is available for channel members (Contribution level 2)
Ma'am can you share the github link repo for the code
How do I get the code?
Very informative video. Keep sharing such a valuable knowledge. Thank you
It's my pleasure
please share the notebook
Mam your video so informative and useful. Mam make a video using YOLO v8 object detection and count the number of object in that picture or video. like count number of car going in a highway, number of people entering a store like this
Will try to do soon
Well Explained,
please share the Code as well for Webcam and RTSP Stream
Will cover that in my upcoming video
Can you share the code for this video ?
I am having trouble with my app. It is performing object detection and in my console it is saying it is saving the images to runs/detect/predict, but the image is not actually there. Also, it isn't displaying the image after it should detect the object in my image. Can you help me or share your code?
use these flags in your detection command. show=True, save=True Eg: model.predict("bus.jpg", save=True, imgsz=320, conf=0.5)
How can YOLOv8 predict values by comparing its output class-by-class?"
Good explanation, but may i get a source code.?
How we can live monitoring by using cctv camra detect object detection using yolov8
Really well explained. Great resources for someone who want to learn in depth about yolo. Thanks a lot
Glad my video helped you
Hello, when I am running this code. My webpage shows an error of "IndexError: list index out of range". Can you assist me on how to solve this issue?
Really well expained. I want full code of app please can you share that with me.
Hi, Sorry I missed your message. Can you please email me at aarohisingla1987@gmail.com
Sent!
Thank you 🙏 for this very useful video. Could I have the source code of the application?
This code is for members.
where can i get that webapp code
please provide source code
Can you make a tutorial with license plate detection and recognition using flask?
Thanks for your video. Would you like to providr the source code of this video?
how to deploy the trained model on flask for real-time object detection? how can I make it? Please reply
In this video, We are using a trained model in flask and then making predictions. You can write a function which will read the frames from webcam and on those frames call the Object detection trained model.
Can you give me the code?
Code is available for channel members(Contribution Level 2)
Code please
Code is available for channel members (Contribution level 2)
please code please
Hi , how can we create a flask app that shows the live camera output with bounding box of desired object which is trained using yolo
Will cover soon
At 14:39, can I customize image files with the file extensions PNG, JPG, JPEG instead of just receiving JPG? I'm having some problems deploying the yolov8 model to the web. If I register as a level 2 member, can I contact you about this video?
You can email me at aarohisingla1987@gmail.com
Hlo i want the code ..if i buy the subscription.how much time u will take to send me thr source code ?
You will get the code immediately.
Hi. Can I have the code for this? I have sent you an email
Yes, sure
very helpful!!is that code similar like yolov7, or if you can provide the whole code please?
Rest of the code is same. You just need to do minor modifications where you are getting data from model.
hello, could you please tell how to install cuda...its not working
You can download the exe file from here and then install it: developer.nvidia.com/cuda-downloads?target_os=Windows&target_arch=x86_64&target_version=10&target_type=exe_local
can u give github link for this yolov8 with flask with all sources mam.
This code is available for channel members (Contribution level 2)
code source pleaaaase
This code is available for channel members (Contribution Level 2)
@@CodeWithAarohi how can i be a member?
You can click on JOin button and s elect "Contribution Level 2" and follow on screen instructions.
Thank you very much. Waiting for your video please that goes over the architecture of YOLOv8
As soon as possible
I want code I am ready to purchase
Please contact at aarohisingla1987@gmail.com
Its possible using live streaming cctv?
Yes
I have done join your level 2 members, can I get the code ma'am
Please email me at aarohisingla1987@gmail.com and I will send you the code there
I'm using the same PTfile is it useful for industrial recognizing ?
You can use it but the effectiveness of the model in the real world depends significantly on the quality and diversity of the data used to train it.
hey !! where i can find the source code for this?
Mail me at aarohisingla1987@gmail.com
❤❤❤❤
👍👍👍
Can we use the same code for detection with webcam?
yes
Well explained. How i can get the source code?
Code is available for channel members(Contribution level 2)
Please create the videos for the generation of new songs and videos from existing videos , means deep fake video. Thanks for advance
Sure, In future when I will start the playlist on deep fake. I will cover the requested topic.
Provide the github link for that
im getting an issue when im running it on my local (jupyter notebook) about memory error etc... i have 1650 with cuda enabled as well as i have created a seprated environment as well for training using gpu..
can you tell me why this error is getting??? it occurs when i try to train my model
Reduce batch size and then try.
but how can i reduce the batch size if im using yolov8 as they havent mentioned any criteria of defining the batch size in their documentation?@@CodeWithAarohi
can u provide a video on where and how we can host it on the Internet
I did it for ML project. You can get idea from this: ua-cam.com/video/_Iq1P1Wz_RU/v-deo.html
Thank you so much. it really helped me
Glad it helped!
I would like to receive a related code, how can I do so?
I signed up at level 2.
Sent. Check your mail.
Mam can i get the code of this project
Please email me at aarohisingla1987@gmail.com
please can you do the same concept but with real time object detection
The code is same just provide the url of your webcam or RTSP stream in source.
Can we use this as box counting and identification?
You need to add the code for counting the boxes after detecting the object.
can you do same with Angular as frontend
I never used Angular so don't know
Which YOLO model did you use please?
yolov8-n
maam can i get code for this video needed it asap
Hi, mail me at aarohisingla1987@gmail.com
mam can you share this code
Code is available for channel members
Thanks, share it's code
Code is available for channel members (Contribution level 2)
Thank you ☺ Very well explained!
Can you please share the dataset you used to train the model?
I took this dataset from Roboflow100
@@CodeWithAarohi mam i mail u for this source code plz share i need this code for my fyp
Hi,
can you provide the dataset.
You can download any 1 dataset from here: universe.roboflow.com/search?q=ppe%20detection
Can we just get a video on yolov6 implementation using flask?Thanks
Every thing will be same. Just load your yolov6 model where I have loaded yolov8 model. And just minor modifications are required to process the results generated by yolov6.
@@CodeWithAarohi How can we do the same in Django? Please Help!
Hello! I am a level 2 subscriber, how can I get the full code for the application?
Please email me aarohisingla1987@gmail.com. I will mail you the code there.
Sent!
Can I get the code too please?
Mam in which cloud platform you are running this yolo model.
Localhost
mam i generate a link by running a flask model but when i click on a link it show this site cannot be reached?@@CodeWithAarohi
Mam when i run a flask model it generates a link but when I click on that link it shows the site cannot be reached , can you help me regarding this ?
aoa mam mam can u share this code plzzzzzzzzzzzzzzzzzzz
This code is available for channel members(Contribution level 2)
13:12
Can I get the code?
Code is available for channel members (Contribution Level 2)
Source code??
This code is available for channel members (Contribution level 2)
Awesome this video helps me in the completion of my project.
Glad I could help!
hello iam doing this as my project can u help me...if u can then provide any of ur contact
does it work with model created with yolov5?
Yes but you need to do minor changes while processing the results
thank you for the explanation, how could i become a member to get the code?
You can click on the join button on my channel ( ua-cam.com/channels/gHDngFV50KmbqF_6-K8XhA.html ) and go to Contribution level 2 to become a member.
@@CodeWithAarohi ya me hice miembro nivel 2, could you share the code?, thank you :)
@@jacoboomar-pe3zm code sent
ur the best❤❤❤❤❤
Thank you 🙂
Thank you ☺ Very well explained! can you share the code please.
Code is available for Members
Hi there how can I get Thai source code I am ready for pay
This
@@CodeWithAarohi I need this source code I am ready for pay
@@awaixasad7937 please email me at aarohisingla1987@gmail.com
error
cv2.error: OpenCV(4.7.0) D:\a\opencv-python\opencv-python\opencv\modules\imgcodecs\src\loadsave.cpp:692: error: (-2:Unspecified error) could not find a writer for the specified extension in function 'cv::imwrite_'
how to fix this error?
Make sure that the file extension you are using is supported by OpenCV. The supported file extensions depend on the version of OpenCV you are using and the image format you are trying to save. Some common file extensions that OpenCV supports include .jpg, .png, .bmp, and .tiff.
@@CodeWithAarohi hi! I am using OpenCV 4.7.0 and my file extension is .jpg but I am still getting the same error. How do I fix it?
@@rania1040 same error with me...
@@CodeWithAarohi Hi Aarohi, it's same error with me. my file extension is .jpg & .mp4 but i still getting the same error. can u please help?
same error
can you share github link of this project
This code is available for channel members (Contribution level 2)
Can you provide the GitHub repo for these files??
This video's code is for channel members only.
@@CodeWithAarohi How can I be a channel member miss ?
@@rajagopalsandeesh4911 reply?
I am a member with level 2 category...so please send me this code
I sent you a mail
Sent!
Madam...we couldn't get the code which you had run in the jupyter notebook at 3 min 30 secs so could you please provide the necessary code in order to train the model
Can you build a use case to identify the absence of certain required objects using Yolo V8 . For example , build a solution that can highlight those workers who are not wearing the required safety equipments using Yolo V8
Yes, we can do that.
Hi @CodeWithAarohi Can you share me this code, I am ready for pay. Thanks
Email me at aarohisingla1987@gmail.com