Train a Deep Learning Image Segmentation Model
€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 freelancers are bidding on average €131 for this job
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.
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
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
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
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
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
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.