Object Detection - Data Collection and Bounding Boxes using Python

#datascience #objectdetection #deeplearning

For end to end image classification and object detection video you can check

In this video we will see how we can collect data and label the data for object detection using python. We will be doing this end to end on colab environment

[ashishjohnsonburself]

Hi @AIEngineering this is a very insightful video. Could you let me know what is the format of bounding box ? Is it [top, left, bottom, right] or [top, left, width, height] or any other format ?

[TejasPhase]

Extremely useful video. Clear the concept of how Training Data can be made to train any Object Detector model.

[Mowenatl]

Where are you getting protoc from? It's giving me a command not found error and I have been unable to find a windows install for it. Only mac and linux

[ridafatima]

What if I have my own dataset and I want to add bounding boxes to them after training and saving my model

[AdityaGupta-tyuj]

Very Good Explanation. I was looking for this type of content for a long time. Thanks a lot, sir.
I am working on a project to classify whether a person is wearing gloves or not. Can you give me some tips on that? Because I have 2 classes of hands i.e. one with gloves and the other without gloves, and the model is biased towards without gloves class.

[archanasoman-electronicswo]

How can we draw the bounding boxes, is there any software to be installed for the same? Kindly reply

[EnEm]

Hello,
Your content is awesome. I have problem regarding openCV. How to create bounding boxes on a sample of images (multiple bounding boxes) all bounding boxes sould be in same pixel size.

[marymaemagdalenegregore]

Thank you so much for this tutorial, is the txt file of the labeled image also downloaded or saved in particular path?

[nagendra]

hii sir i just tried but i am getting this type of error while i use below code.
arguments={"keywords":"Pawan Kalyan styles", "limit":6, "format":"jpg", "print_urls":True}



Unfortunately all 6 could not be downloaded because some images were not downloadable. 0 is all we got for this search filter!

Errors: 0

[ngoduyvu]

Is it possible if we can have multi-label

[danaali]

Thanks a lot, sir.
I am working on a project to detecting potholes on the road by using image but the image has some potholes . Can you give me some tips on that?

[vineethgogu]

Hello sir
Can we completely remove/wipe out text from an image ??? Using python libraries like easyocr , pytessarat

[koustavdutta]

Sir, please provide the code.Please sir.

[daggerdudes]

What if we have several images do we need to draw bounding box for each and every image