Object Detection Web Application with Python, Streamlit and Detectron2 | Computer vision tutorial

Code: github.com/computervisioneng/...
0:00 Intro
0:39 Project setup
3:31 Data
4:20 Pipeline
5:51 Coding
17:40 Visualization
22:50 Demo
26:50 Outro
#objectdetection #python #streamlit #detectron2 #plotly #webapp

[@ComputerVisionEngineer]

Dive into a world of exclusive computer vision content on my Patreon: www.patreon.com/ComputerVisionEngineer

[@user-gr6hi4hd2l]

Hi, I am really enjoying your videos and making the projects along with you. They are really clear and easy to follow. I think I have the hang of object detection now, but I wondered if you could make a video which explains how to combine data from different sources (for example combining video from a GoPro with data from a GPS or a vibration tracker to show how bumpy a path is in different places).

[@ComputerVisionEngineer]

Glad you find the content helpful! Thank you for your suggestion, it is a very good idea for a future video! 💪🙌

[@UsamaAli-no4jw]

Just amazing 😍

[@UsamaAli-no4jw]

You're doing such a great job sir 😍

[@ComputerVisionEngineer]

Thank you!! 😃💪

[@mahsadehghan5419]

Hi and many thanks for your useful tutorial. Could you please tell me how can I have video or live stream for inputs? Can I use yolo model as a model?

[@agustusclub6470]

Ojalá vídeos más largos para poder practicar mejor!

[@ComputerVisionEngineer]

Hola, ok lo tendré en cuenta para futuros videos! 🙌

[@lokeshart3340]

Please give an full tutorial on it . Please with model training and dataset. Please please please

[@bibhutibaibhavbora8770]

Amazing video and very informative sir. Can you please make a quick video about how to become a computer Vision engineer to get Upwork jobs like what are the beginner level skills someone should have.

[@ComputerVisionEngineer]

Ok, I will try to do it. 🙌

[@ATULKUMARinnovation]

Can we create model trained app with colab ?

[@tsaashik8048]

bro you are just awesome

[@ComputerVisionEngineer]

😊 Thank you for your support! 🙌

[@charismaowojoameh7681]

If i want to create a web app for a trained yolov8 detection model using stramlite What are the changes am i to implement

[@ComputerVisionEngineer]

Hey, you would need to change where it loads the model and then where it makes the predictions. 🙌

[@oguapi]

Grande🙌🏼

[@ComputerVisionEngineer]

😃🙌

[@LuizFelipe-jz2dn]

Thanks friend, so I was in doubt in what format do I download the dataset?

[@ComputerVisionEngineer]

If you download it in yolo format you can use detectron2 from our previous project with no additional conversion, as that project loads the data in yolo format. 🙌

[@bryanttello7142]

Hola, podria hacer un video con un archivo formato DICOM, para ver como detecta en todos los planos o al menos en un plano como el axial? o me podrias recomendar donde podria encontrar un tutorial de como hacer eso. Saludos

[@ComputerVisionEngineer]

Podria ser, tratare de hacer un tutorial sobre eso. 🙌

[@hamzasalhi5362]

Hello, I'm trying to download Detectron2, but I'm unable to launch my project. I've tried several tutorials and documentation without finding any solution. I'm using a Microsoft Surface with Windows 10. Even after reinstalling the necessary requirements, I keep receiving the same errors: "detectron2" is not accessed, "Import "detectron2.engine" could not be resolved, "Import "detectron2.config" could not be resolved, "Import "detectron2.utils.visualizer" could not be resolved, and so on. I would appreciate it if you could enlighten me with a solution as I am really lost.

[@ComputerVisionEngineer]

Hey, have you tried this? stackoverflow.com/questions/60631933/install-detectron2-on-windows-10

[@hamzasalhi5362]

@@ComputerVisionEngineer Thank you very much after several attempts it finally worked

[@ComputerVisionEngineer]

@@hamzasalhi5362 😃🙌

[@renembah2359]

Hi I'm a big fan, please make a video on python for body search scanner like scanning passenger for items before they get in the plane at the airports.

[@ComputerVisionEngineer]

Thank you for the suggestion. I will try to 🙌.

[@lokeshart3340]

Can you give me some detail on how will i download the dataset

[@ComputerVisionEngineer]

Hey, a link to the dataset is available in the github repository of this tutorial. 🙌

[@lokeshart3340]

@@ComputerVisionEngineer yeah but how to download it and make the model ... Pls give an tutorial on it

[@tsaashik8048]

bro can you make video on vehicle tracking from one camera to another camera? 😅😅.. if possible can you tell me the pipeline please..(tracking only one car is also enough😅) for example: using ANPR the desired vehicle needs to be tracked

[@ComputerVisionEngineer]

is there any overlapping in the cameras coverage?

[@tsaashik8048]

@@ComputerVisionEngineer no bro.. 2 cameras are (say different streets).. if suspect vehicle comes in (say camera 1) then it should print location of camera 1. when the suspect vehicle moves to next camera (say cam 2) then it should print location of cam 2.. similarly for all the camera the vehicle is passing through😅😅

[@ComputerVisionEngineer]

​@@tsaashik8048 if there is no overlapping between the cameras you could detect the license plate number and take it into consideration to track the object

[@tsaashik8048]

@@ComputerVisionEngineer overlapping in the sense what do you mean i couldnt get it 😅😅