Object Detection API for images and video using YOLOv5 and Flask

Object Detection API for images and video using YOLOv5 and Flask.

**REPLY CODING CHALLENGE**

**UPDATE**
Windows user if you are getting error:-
FileNotFoundError: [WinError 2] The system cannot find the file specified
127.0.0.1 - - [10/Nov/2021 17:02:24] "POST /detect HTTP/1.1" 500 -

HAPPY CODING!!

[daniel-becerril]

Nice video! Could you share the deployment process for Heroku? Thanks

[zzzwjdb]

i got ERROR in app: Exception on /detect [POST]... how could i solve this error?

[Abhi-nfmb]

how can we deploy the flask app with model on services like render

[aakashbhaikatti]

How can i convert these objects frames from video or images in text/json?

[syedzainulabidin]

Hi, How to use '--save-crop' command in this code and how to give the path to save it. Thanks

[divaskarshayendra]

pls do a video on how to deploy mask rcnn model ob web based application using flask

[arkasinha]

i am getting an error 'Python was not found; run without arguments to install from the Microsoft Store, or disable this shortcut from Settings > Manage App Execution Aliases.' after following the steps in the description

[klemort]

i get this error 'Upsample' object has no attribute 'recompute_scale_factor'
can u help with it please

[abdullahfarook]

@Asmit Vimal
Hi Mr Vimal, could you explain how can I run the detection for the multiple files at 1 go. I tried changing the html code for input to multiple but it only display 1 image and run detection for 1 image when I select multiple image. I am new to html and JavaScript any help is appreciated. Thank you.

[rajamurishiva]

how to run your application after cloning

[divyagupta]

Hey, can you please help with the flask code. It is working fine, but not giving any output?Is there something else we need to do separately?

[kin_]

including to fixing error of ( Pass argument shell=True, for subprocess.run() in app.py (line 25 & 26). ) any 'ls' must be changed to 'dir' for windows, this solved the issues of FileNotFoundError: [WinError 2] The system cannot find the file specified

[pawankumardoddamani]

Hi Asmit, bro i have a doubt can i use the same code to random dataset ? will it work or can you tell if not how to customize it..

[abdullahmohamedfarook]

Hi, is it possible to display the number of objects detected in the image in the picture?
For example, there are 3 objects detected or bounding boxes displayed. So in the picture, it will display a text saying "Number Detected: 3" together with the bounding boxes. Help is appreciated. Needed this for my project and I am weak in understanding the codes

[lostgen]

@Asmit Vimal

Thanks a lot for this great resource and tutorial. After many debugging, i was able to make the project work. But i'm working on a custom dataset, i've trained the yolov5 model on my dataset with colab. Can you give me some hint's on how should i modify your project so that it works on my custom dataset?

[raquelpantojodesouza]

Hello, thanks for your video. I'm having an error in the download the file that returns is an .htm file with error. Could you help me?

[nizarassad]

Hi, I have been through a lot of debugging, and now im facing another problem when I try to click on the send button. 'FileNotFoundError: [WinError 2] The system cannot find the file specified' can anybody help me out please!!

[anuragupadhyay]

Do you know how to do it in real-time ( webcam or ip camera)?

[cfumtdc]

fatal: could not create work tree dir 'YOLOv5-Flask': Permission denied
unable to get the permission . not working .

[glitz]

please create not just video but in realtime