Dear Machine Learning experts,
I am looking for a python based tensorflow solution which can classify images for the following cases.
1) Color Cast
2) Black & White or Sepia
3) Blurred Photo
4) If none of the above 3 is true, then it is a Normal Photo
I have a database of 500 images.
Kindly bid if you have expertise in such classification (because it is not object detection), and GPU for your work.
Happy Bidding.
Hi! My name is Konstantin. I'm an expert in machine and deep learning and I have a lot of experience (outside of freelancer) with Tensorflow and Keras running on top of GPU accelerators. The project I'm working on right is real-time video frames classification using Tensorflow + multiple nVidia 1080 cards, my algorithm is classifying whole frames using similar to your need characteristics, so I think I can do this easily. I already have some ideas how to implement the algorithm for you. The only one question - how balanced the database you have in terms of number of sample images per class? The colour cast class need to have the maximum amount of images to train network properly.
P.S. One more question. Do you need strictly tensorflow-based solution? From my previous information retrieval and machine vision experience this classification can be efficiently performed using traditional features extraction + simple machine learning algorithms.
With best regards, Konstantin
$250 USD 3 napon belül
5,0 (1 értékelés)
2,8
2,8
13 szabadúszó adott átlagosan $182 USD összegű árajánlatot erre a munkára
Experienced data scientist who has worked on multiple computer vision projects using tensorflow. Would be great if you can tell me the sample splits for each category in your dataset as well.
Looking forward to hearing back from you !
Deep learning engineer in computer vision for +2 years, I've implemented similar models several times, some of them were here and you can check my reviews to see it ^_^
So, I can give you the best result and the highest quality in this project specifically!
Expertise in machine learning with a substantial background in image processing and computer vision. I have completed various projects related to this field and can provide you your complete task in decided time frame with quality work. We can discuss further details in the message box
Regards
I have worked on various Computer Vision projects using opencv, tensor-flow and keras. I have worked on problems such as classification,object detection and tracking.
Hey
I am a computer engineering intern at Western Digital from S.Africa. I have been working there for a year now.
I have just recently created Machine learning based application that finds damaged parts by camera. It is also fully documented and the project will soon be implemented at there manufacturing production sites.
How can I help you? I look forward to your response.
Kind Regards,
Thato
Hello,
I have more than 10 years of experience in machine learning & others. I can show you my previously & current works. Lets discuss more over chats.
Thank you.