Train a Deep Learning Image Segmentation Model

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]'

Kemahiran: Deep Learning, Computer Vision, Python

Lihat lagi: Deep learning,Image processing, deep learning image recognition tutorial, deep learning image processing tutorial, deep learning image analysis, deep learning image enhancement, deep learning image classification python, deep learning image processing python, deep learning image compression, deep learning image segmentation tutorial, deep learning image classification, deep learning image processing, deep learning image feature extraction, deep learning image classification matlab, deep learning image segmentation matlab code, google cloud deep learning image, deep learning image classification matlab code, deep learning image stitching, build a deep learning image dataset, deep learning image similarity, deep learning image recognition

Tentang Majikan:
( 1 ulasan ) Vienna, Austria

ID Projek: #28948522

16 pekerja bebas membida secara purata €137 untuk pekerjaan ini

(76 Ulasan)

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 dalam sehari
(25 Ulasan)

Interested in your project. The bid is negotiable and we can talk about the price. I am computer vision/machine learning and data analyst engineer. I did many industrial projects. see My work: [login to view URL] Lagi

€220 EUR dalam 7 hari
(25 Ulasan)

Hello, I am Achuth. I am a researcher at the Indian Institute of Science Bangalore. I have 5+ years of experience in machine learning and deep learning. I have published several papers in top conferences and journals. Lagi

€220 EUR dalam 7 hari
(6 Ulasan)

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 Lagi

€140 EUR dalam 3 hari
(6 Ulasan)

Hi, I am expert in computer vision and image processing. I built many apps for face/emotion/age recognition, iris recognition, multiple objects tracking and counting, license plate recognition and so on. I read the des Lagi

€70 EUR dalam 2 hari
(5 Ulasan)

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, Lagi

€70 EUR dalam 7 hari
(24 Ulasan)

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 Lagi

€200 EUR dalam sehari
(6 Ulasan)

I am a Machine Learning Specialist, Especially for the image processing areas (Object detection, Classification ,Segmentation) In Python, R, Matlab.... I have checked your description and Images... We just need some Lagi

€120 EUR dalam 3 hari
(4 Ulasan)

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 Lagi

€100 EUR dalam 7 hari
(2 Ulasan)

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 Lagi

€200 EUR dalam 2 hari
(1 Ulasan)

Hi, Thanks for your job posting, and I have interested in your project. I am an experienced ⭐⭐⭐Python Expert⭐⭐⭐ with over 7 years of rich experience. In the meantime, I have successfully done a lot of projects such as Lagi

€200 EUR dalam 5 hari
(0 Ulasan)

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 Lagi

€90 EUR dalam 7 hari
(0 Ulasan)

Hi I appreciate a very detailed description given by you !! it makes job easier. Understood your [login to view URL] , Solution can be deliverd by using MobilenetV2. Time expected :7 days . I am already working on image se Lagi

€140 EUR dalam 7 hari
(0 Ulasan)

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 Lagi

€140 EUR dalam 7 hari
(0 Ulasan)

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 dalam 10 hari
(0 Ulasan)