Machine learning web app with Python, Streamlit & Segment Anything Model

Machine learning web app with Python, Streamlit & Segment Anything Model | Modelbit model deployment

Рет қаралды 4,626

Күн бұрын

Code: github.com/computervisioneng/...
Train and deploy machine learning models with Modelbit: www.modelbit.com/
🎬 Timestamps ⏱️
0:00 Intro
0:27 Start
1:57 Create function remove_background
32:06 Deploy function
39:30 Build web app
1:03:55 Demo
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#python #computervision #streamlit #machinelearning #webapp #modelbit

Пікірлер: 45

@ComputerVisionEngineer 5 ай бұрын

Thank you so much Modelbit for sponsoring this video! www.modelbit.com/ 😃🙌

@gnanakishorenaidugavireddi9809 5 ай бұрын

I love your enthusiasm. It makes the whole process of learning fun. Thank you :)

@ComputerVisionEngineer 5 ай бұрын

😊 Thank you! Making these videos is very enthusiastic and fun! 😃💪💪

@johnliu977 4 ай бұрын

High quality content! Keep it up man

@ComputerVisionEngineer 4 ай бұрын

Thank you! I will keep it up! 😊💪

@suphotnarapong355 5 ай бұрын

Thank you so much for sharing your knowledge of AI! I've learned so much from your videos and you've really helped me understand complex topic in a clear. Happy New Year!

@ComputerVisionEngineer 5 ай бұрын

So glad to hear you find the content helpful! 😃 Happy new year for you too! 🥳🙌

@modelbit 5 ай бұрын

Amazing tutorial, Felipe!!

@ComputerVisionEngineer 5 ай бұрын

Thank you, Michael! Glad you enjoyed it! 😃🙌

@shantilalzanwar8687 5 ай бұрын

Very nice tutorial sir, keep it up.

@ComputerVisionEngineer 5 ай бұрын

Thank you! 😃🙌

@AakashGoyal25 27 күн бұрын

Nice tutorial. It's always fun learning with you. Can you create a video to fine tune SAM on custom dataset and how to use it for live segmentation?

@gustavojuantorena 5 ай бұрын

Awesome!

@ComputerVisionEngineer 5 ай бұрын

Glad you enjoyed it!! 😃🙌

@harshit_ai 5 ай бұрын

Please upload a video on understanding Confusion matrix and yolov graphs

@ComputerVisionEngineer 5 ай бұрын

Sure, I will try to do it. 🙌

@TheBrn12 5 ай бұрын

muy bueno! :D

@ComputerVisionEngineer 5 ай бұрын

Gracias! 😄🙌

@user-mf1xr5ki9j 5 ай бұрын

Great tutorial thank you! Do you think that for AI apps, FastAPI is kind of unnecessary?

@ComputerVisionEngineer 5 ай бұрын

Thank you! Glad you enjoyed it! 🙌 No, I don't consider fastapi is unnecessary for AI apps. Using a platform like Modelbit makes the deployment super easy, but you can deploy it yourself using fastapi if you prefer.

@user-mf1xr5ki9j 5 ай бұрын

@@ComputerVisionEngineer Thank you, I recently discovered your channel, great content!

@user-rl5vc2cd1l 5 ай бұрын

hello sir , watched your video its really fantastic i just want to know how to operate a relay upon any particular detection.......

@ComputerVisionEngineer 5 ай бұрын

Hi, what do you mean with 'how to operate a relay upon any particular detection'?

@user-rl5vc2cd1l 5 ай бұрын

@@ComputerVisionEngineer I want to know that how can i operate a relay with yolov8 object detection when human or car is detected the relay should operate .....how can i get this code running...please help out

@hocson7560 5 ай бұрын

Do you have tutorial for facial recognition? Not just human/people detection, it’s literally for a specific person only and using yolov8, it’ll only detect that person even if others are in frame. Thanks!

@ComputerVisionEngineer 5 ай бұрын

Hi, yes, I made a few tutorials on face recognition, with Python and also Javascript. 🙌

@waseemhaider5295 5 ай бұрын

sir please create for specifice person using yolov8@@ComputerVisionEngineer

@Intellectualmind4 5 ай бұрын

🎉🎉🎉🎉🎉

@ComputerVisionEngineer 5 ай бұрын

😃🙌😊

@nguyenongtam5792 5 ай бұрын

Hello bro, This video is so wonderful! Can you give me link to api, I can't connect it to do this project. I'm so grateful

@ComputerVisionEngineer 5 ай бұрын

Hi, thank you, glad you enjoyed it! 🙌 Have you followed the steps in the tutorial? Did you deploy the function using Modelbit?

@nguyenongtam5792 5 ай бұрын

@@ComputerVisionEngineer So sorry for that confusion. After watching the video details. I was able to do and complete this project. Thank you very much, hope you can create many good videos like this. I am an IT student and I have learned a lot from your channel.

@shantilalzanwar8687 5 ай бұрын

Sir, this is giving error " Image data of dtype object cannot be converted to float"

@ComputerVisionEngineer 5 ай бұрын

Where are you having this error?

@shantilalzanwar8687 5 ай бұрын

@@ComputerVisionEngineer I am not able to post picture, can I email you screen shot?

@shantilalzanwar8687 5 ай бұрын

@@ComputerVisionEngineer can you give your email pls

@ComputerVisionEngineer 5 ай бұрын

@@shantilalzanwar8687 sure, you can also post it in discord

@shantilalzanwar8687 5 ай бұрын

@@ComputerVisionEngineer sir, posted in discord, waiting for your reply.