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Object detection in Pyhon

Job Description:

I tried to implement beer bottles detection approach like in this article ([login to view URL]), but faced some problems as a new in CV:

1) Sometimes model detects not bottle but glasses (and threshold doesn't help). So, probably, it's needed to train another custom model for bottle detection. I attach 70 labeled images in archive

2) I didn't implement PCA for cutting to 16 dimensions. Provbably this is the reason why bottle comparison doesnt work well.

3) Instead of annoy I used flann matcher.

Now my accuracy is about 50% and this doesn't sound good. I attched my Python code ([login to view URL]).

The whole idea of program is that it should give a name (now just a photo) of beer bottles from the image.

Skills: Python, Machine Learning (ML), Computer Vision

About the Client:
( 3 reviews ) Mitischi, Russian Federation

Project ID: #21751751

7 freelancers are bidding on average $24 for this job

Sam0072

Hi, I have read your project description an i will assure you that you will get best accuracy as possible .

$20 USD in 5 days
(21 Reviews)
4.1
eecs93

My preferred method of freelancing is an interactive approach to project solving. I have an MSEE specializing in Digital Signal/Image/RF Processing. I do my work in MATLAB (expert). I also do Python programming.

$20 USD in 7 days
(1 Review)
0.8
agarwal4321

Hi, Your problem is that you want someone who can improve your existing beer detection model using python. I can easily do that as I have more than 2+ years of working experience with Python, OpenCV and Deep Learning. More

$30 USD in 2 days
(1 Review)
0.4
gaushi2020

Hi, sir, i show your project and wanted to know more about it .it will be great if we work together and i will assure you that it will be happy ending after project completion 5+yr experience in machine learning Reg More

$20 USD in 11 days
(0 Reviews)
0.0
sushantsawant367

i have great experience in computer vision and artificial intelligence... i have my own model pre trained

$35 USD in 7 days
(0 Reviews)
0.0
divyangarora21

i have seen your project and I have also worked on similar project some time back so i think i will be able to help you

$23 USD in 5 days
(0 Reviews)
0.0