Train a Deep Learning Image Segmentation Model

Closed Posted 3 years ago Paid on delivery
Closed 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]'

Deep Learning Computer Vision Python

Project ID: #28948522

About the project

12 proposals Remote project Active 3 years ago

12 freelancers are bidding on average €131 for this job

ashikmohann

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
(28 Reviews)
5.3
scAZTIZI18268

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, More

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(27 Reviews)
4.0
mzdesmag

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 Cl More

€140 EUR in 3 days
(7 Reviews)
4.3
BCalabrese

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 More

€200 EUR in 1 day
(8 Reviews)
3.7
albabahmadkhan

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 More

€200 EUR in 2 days
(7 Reviews)
4.1
ngkhoan

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. Esp More

€100 EUR in 7 days
(6 Reviews)
2.6
virendrastarone

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 More

€90 EUR in 7 days
(0 Reviews)
0.0
saadtariq329

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 a More

€140 EUR in 7 days
(0 Reviews)
0.0
devendraswamy97

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 Reviews)
0.0