In Progress

Relable Detection of Sugar Pack Defects

The project is to reliably detect defects in a sugar pack. Defects can occur on the top and sides of the pack so all visible areas need to be analyzed. The deliverable is a Matlab algorithm (with a detailed explanation and comments) that works on all attached samples. The legend for the samples 2 and 15 is provided in samples1.pdf. The same legend logic applies to all samples. All attached samples are in the jpg format; bmps are available upon request.

Important points:

1. Defects in both samples must be detected.

2. The thresholding must include the top and sides, as the defects can appear anywhere.

3. The sides of the bag cannot alarm just because they are less illuminated.

4. The same settings must be applied to all samples.

5. Cracks and Artifacts A cannot false alarm. However, It might be acceptable if only the most severe cracks alarm - we need to know the limits of the analysis

6. Alarms on Artifacts B, bag ID and Lens Reflection are acceptable as these items either do not exist in real life or we have a way of removing them.

Skills: Algorithm, Engineering, Imaging, Mathematics, Matlab and Mathematica

See more: matlab works, logic algorithm, id pack, id life, sugar, pack, legend, matlab thresholding, thresholding matlab, algorithm mathematica, know matlab, severe, analysis algorithm, algorithm project matlab, logic works, matlab engineering project, matlab project explanation, detailed explanation, matlab detect, detection matlab, must know engineering, engineering analysis, mathematica pdf, defects, alarm project

About the Employer:
( 9 reviews ) McLean, United States

Project ID: #2538581

15 freelancers are bidding on average $729 for this job

MikroStar

hi, i can help.

$1800 USD in 40 days
(44 Reviews)
6.4
Zhats

Hi. I can surely help [url removed, login to view] check the PM.

$750 USD in 30 days
(26 Reviews)
6.1
bchandra1955

Team pf professional working in image processing area can take care of your project.

$735 USD in 27 days
(40 Reviews)
5.4
kmittal

Willing to discuss the problem before being awarded, and start the project immediately. Please see pm for queries and suggestions.

$750 USD in 8 days
(11 Reviews)
5.0
betaenergy

Dear Sir, We are Reserach and Development company whose working area are : -Digital Motor Control -Analog Design -Electronic Design -Power Electronics -PCB design -Embedded system -Matlab -Simulation of ha More

$700 USD in 15 days
(11 Reviews)
4.8
viabox

Hi, I would like to work with you. And I will come up with the new defect detection solution. Please see your personal inbox for the Design Proposal. Thanks!

$718 USD in 7 days
(1 Review)
3.4
yasirqazi

hi i can help

$250 USD in 10 days
(15 Reviews)
3.4
akafrooti

Hi, I am a PhD student in the field of Computer Vision(Machine Machine and Image Processing). I am interested as this is my area of specialization. I am an expert with matlab. Please check my private message.

$750 USD in 30 days
(1 Review)
3.0
sofina2006

Hi Sir, I did something similar on wafer (semiconductor) images analysys and in rice analysis. I think I can do it in the same way. Do not hesiatte to ask me for any question. Best regards

$500 USD in 5 days
(2 Reviews)
2.0
usamacpp

We are a very experienced team who can tackle this task. Please check PMB for more details.

$1000 USD in 15 days
(2 Reviews)
1.0
W3xEXUn05

Custom software development (<b><i>Removed by Admin</i></b>)

$750 USD in 1 day
(0 Reviews)
0.0
RobotEye

Most image processing algorithms does not work for X-Ray images, I have many years experience in medial image processing and your problem is challenging but certainly doable! PM me for more details

$680 USD in 15 days
(0 Reviews)
0.0
pawanyadav777

hi sir Dolphinesoft is a professional Software Development Company providing complete IT solutions. website designing, software development and internet marketing and full featured web services including B2B and B2C e More

$1000 USD in 35 days
(0 Reviews)
0.0
MSw18T6Ub

Custom software development ([url removed, login to view] Administrator removed this message for containing contact details which breaches our Terms of Service)

$750 USD in 1 day
(0 Reviews)
0.0
vid12

Hi, I will use machine learning algorithm to teach the computer to recognise the flaws in sugar packs. Kind Regards, Vid

$450 USD in 9 days
(0 Reviews)
0.0
processman

Dear, I can solve this problem. I could not find artificial B in pictures.

$300 USD in 7 days
(0 Reviews)
0.0
waseemabbas05

I can do it

$500 USD in 10 days
(0 Reviews)
0.0