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Train a Deep Learning Image Segmentation Model

€30-250 EUR

Closed
Posted over 3 years ago

€30-250 EUR

Paid on delivery
I need a CNN based image segmentation model including the pre-processing code, the training code, test code and inference code. The image segmentation model shall be trained on a dataset that I can provide. The basic principle of what the model shall do is depicted in '[login to view URL]' One example of a image pair from the taining set (input image + output segmentation) is given in '[login to view URL]' The training code shall also include data augmentation with following steps: - random image rotation - random image cropping - random color shifting - adding noise in different levels - adding blur to the image in different levels - adding a random background image (from a dataset like ImageNet dataset) The model architecture shall be based on an encoder - decoder network. The decoder backbone shall be a MobileNetV2 (or or possibly newer if it benefits the performance) and the decoder backbone shall be a DeepLabV3. The intended model architecture is depicted in '[login to view URL]'
Project ID: 28948522

About the project

12 proposals
Remote project
Active 3 yrs ago

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12 freelancers are bidding on average €131 EUR for this job
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hi i am a python developer and machine learning engineer. i have done lot of projects related to image segmantation and object detection. contact me.
€120 EUR in 1 day
4.9 (28 reviews)
5.3
5.3
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Hello, I am a data science engineer, I am certified by the University of Michigan in applied data science with paython and deep learning. In addition I carried out several projects in different fields using python, machine learning and deep learning. I just checked your project carefully. so it is very motivated and interesting for me. It is an ideal match for my skill and experience. if you hire me,you would get perfect result and service asap I hope work hardest for your success let us discuss more details. Thanks.
€70 EUR in 7 days
4.9 (27 reviews)
4.0
4.0
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Hi, I have 5+ experience on Python Developing and I have experience of Building Management, Distributed, Database Applications. with Machine Learning, Ensemble Learning, Deep Learning implementations . Expertise in Classification, Regression Clustering, Detection, CNN, ANN using Neural Networks, Random Forest, Gradient Boosting, Logistic Regression, K-Means and several other Algorithms. Hands on implementation with libraries like Tensorflow, Keras, Pandas, OpenCV etc. I would be glad if the opportunity of doing this task can be given to me. i'll await your message to have more discussion with you on the project. Kindly check my profile https://www.freelancer.com/u/mzdesmag to see my past works and reviews. Thanks.
€140 EUR in 3 days
4.3 (7 reviews)
4.3
4.3
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Hello there: I am a researcher with focus on computer vision, machine and deep learning algorithms. I have +10 years of experience writing code and 4 years of experience in Python, deep learning and computer vision. I have developed object detection algorithms in fully autonomous drones, semi-autonomous harvesting machinery and impaired people. I am familiarized with both Ubuntu and Windows for running scripts and/or training models. I also write papers for high level journals about my personal research (you can see a couple in my profile). Have a nice day.
€200 EUR in 1 day
5.0 (8 reviews)
3.7
3.7
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Hi, I've read the details of your project and I'm a experienced Data Scientist ready to do your work in an efficient way with strong analytical and logical reasoning skills with insatiable interest in Data Science and Big Data Analytics. Data analysis- Data Mining-Forecasting using R, SPSS, Excel and SAS Enterprise Miner. Machine learning- KNN, SVM, NB, PCA, LDA, RF, K-means/Hierarchical clustering, Supervised and Unsupervised Learning etc. Deep Learning - RNN, CNN, RCNN, RNTN GAN. Programming Languages - R, Python, Java, C++, C, C# Please ping to discuss more.
€200 EUR in 2 days
4.2 (7 reviews)
4.1
4.1
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hello, Sir I have read your Project description carefully. I have rich experiences in Python, C, C++, C#, WPF, .NET, Opencv, Image Processing, Video Processing, Data science, Machine learning, Deep learning, etc. Especially I have been working in computer vision for more than 10 years. So I can complete your project professionally in time. Please contact me for further discussion. Best Regards
€100 EUR in 7 days
5.0 (6 reviews)
2.6
2.6
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traiin deep learning image segmentation High Quality + Fast Speed = Excellent Result + Business Success, this is my working style. I have gone through your Job post and I can understand your job requirement thoroughly. I have a total of 15 years of experience in Web Designing and Development and had completed a number of projects with some great graphics and User Interface so far. I have all the required skills and experience you need for the above Job. I have strong command over: * WordPress, PHP, Wordpress themeing, Plugin Development * Android and IOS all kind of mobile apps development *Responsive theme Design * HTML5, CSS3 , Jquery, Bootsrtap, Git, * Widget Development * Other CMS: Magento, Joomla, Expression Engine, Drupal etc. * I’m honest & trustworthy, dependable & fast learner. * I’ve over 7 years experience in Wordpress Website designing/development. * I am available 40 hours a week for your job. You can be assured of a quality communication and the quality of the work provided from my end. I’m looking forward to hearing from you soon. Thank you for considering my cover letter.
€90 EUR in 7 days
0.0 (0 reviews)
0.0
0.0
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Hello, I just had a sight on this attractive project and I’m more than happy to say that is lies in my domain. I’m professional & expert developer for years. I have quest in my mind for you about this project. I need all the functional and non-functional requirements. So It’s a humble request to come over the chat to explain veiled themes & facts. I will display my portfolios in Chat box. Please check my certifications to estimate my skills. Regards,
€140 EUR in 7 days
0.0 (0 reviews)
0.0
0.0
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your task was interesting . I had a experience in computer vision and also very well know about data augmentation techniques. i am new to the freelancer and if your ok with my bid kindly ping me.
€56 EUR in 10 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of AUSTRIA
Vienna, Austria
5.0
1
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Member since Jul 16, 2017

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