How to train object detection model?

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1

How to train the object detection model with my own set of images to detect?
Can we annotate pdf files ?

2

@Ritaman_Baral

  1. Only jpg and jpeg are supported
  2. You need to upload the image and annotated xml file…pleasecheck the below link for format

The image provides guidelines for the dataset format, specifying requirements for image files and corresponding XML annotation files. (Captioned by AI)
The image provides guidelines for the dataset format, specifying requirements for image files and corresponding XML annotation files. (Captioned by AI)828×1042 143 KB

Cheers

3

Yes
I have followed that
But tell me one thing
I will upload the dataset in the datatset tab ??
Then select the datatset during full pipeline run ?

4

@Ritaman_Baral

Yes thats correct

Cheers

5

The export folder is empty since we haven’t used data labelling
Will it make any difference if we are using the full path ?

6

A table shows a data entry named "Training_Set_1," created on October 26, 2024, at 04:01 am, with a "Select" button on the right. (Captioned by AI)
A table shows a data entry named "Training_Set_1," created on October 26, 2024, at 04:01 am, with a "Select" button on the right. (Captioned by AI)865×175 7.4 KB

This path I am selecting as input dataset

7

@Ritaman_Baral

Yes the vefolder containing all info would be present

No labelling is needed for that…xml would suffice

Cheers

8

Still failing!!!
The pipeline is not running

9

@Ritaman_Baral

Did you place the xml file as well?

Can you show the error

Did you perform fullpipeline run only?

Cheers

10

The image shows a Python error traceback and log messages indicating a FileNotFoundError for '/microservice/dataset/A000095-06-2015-S.xml' and subsequent job failure and file upload attempts. (Captioned by AI)
The image shows a Python error traceback and log messages indicating a FileNotFoundError for '/microservice/dataset/A000095-06-2015-S.xml' and subsequent job failure and file upload attempts. (Captioned by AI)1200×450 57 KB

error

11

The xml files are converted to text document… I think I converted the xml files to txt thats why it is not running

12

Hi @Ritaman_Baral

If your goal is to extract information from PDF files, the most recommended for this type of task is to use UiPath Document Understanding.

13

My goal is to detect
Barcode
QR
Signature
Stamp
Logo

14

The image contains a log excerpt detailing unsuccessful job completion and uploading pending files, along with references to TensorFlow operators and functions. (Captioned by AI)
The image contains a log excerpt detailing unsuccessful job completion and uploading pending files, along with references to TensorFlow operators and functions. (Captioned by AI)1304×456 85.7 KB