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Skin lesion image classification

$750-1500 USD

Completed
Posted over 5 years ago

$750-1500 USD

Paid on delivery
I want to build model help to classify 7 types of skin diseases using deep learning. Also the dataset highly unbalanced so we need to doing preprocessing such as ( Data augmentation , SMOTE method or geometric transformation ). Also I want to investigate if the segmentation of the image will enhanced the measure of classification. Already i try to do some coding but my machine not help me because I don't have GPU and the speed is very low. I want person who has patience and a strong background in deep learning.
Project ID: 18486186

About the project

40 proposals
Remote project
Active 5 yrs ago

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Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine learning/Deep Learning, Image processing and Signal processing. I have also worked on cancer mitosis detection using deep learnng so I have Idea of such problems. Regards
$1,500 USD in 25 days
4.9 (68 reviews)
6.1
6.1
40 freelancers are bidding on average $1,284 USD for this job
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Thank you for your job posting. If you check my profile, you can see I have deep knowledge in image processing and deep learning algorithms such as CNN, DNN and RNN. I have finished many projects so far. If you want, i can share my old projects with you If you give me your project, I think I can help you well with your project. I'm ready for your project and can start your project soon. Please contact me. I will wait for you with your good news. Best regards
$1,250 USD in 7 days
4.9 (109 reviews)
7.2
7.2
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Hello. I have GPU servers on AWS as used them for training image detection/classification models. I can show you a demo if you are interested and then start your project. Thanks, Helmot
$1,250 USD in 20 days
4.8 (136 reviews)
7.6
7.6
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Hi, I have more than 6 years of experience in machine learning and medical image processing. I have completed a number of projects using deep learning. I can use Python for deep learning. You don't need a gpu to run deep learning models. You can even use google collaborator to run your algorithms. I have worked on a number of projects related to image processing like pimples classification, lungs cancer, breast cancer etc. I believe that I will be able to give you optimum results. You can check my previous reviews to have an idea about quality of my work. Looking forward to work with you. Thank you! Regards, Sajid
$2,222 USD in 20 days
5.0 (42 reviews)
6.9
6.9
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Dear client, Thanks a lot for taking your precious time to read my message. After browsing your job description, I am very interested in your project and I believe I’m qualified for the task. Regarding Algorithm and Deep Learning, I have +10 years in this field and have worked on many successful image processing projects in the past. If you are looking for a highly skilled and rich experienced expert with a deep knowledge, a professional attitude, excellent communication skills and the highest code quality, then I'm the person you are looking for. I'd like to talk more about this. If given a chance, I am highly confident in my ability to deliver the highest quality. I am confident that my involvement in your project will bring it to a successful launch, on time and within budget. I look forward to hearing from you. Kind Regards
$1,250 USD in 20 days
4.8 (49 reviews)
6.8
6.8
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Experienced data scientist who has extensively worked on computer vision projects including abnormality detection in fundus of the eye, facial emotion recognition, real time face recognition etc. using own architectures as well augmenting pre-defined architectures. Would like to know more about the dataset, desired accuracy levels etc. Looking forward to hearing back from you ! PS: Own a GTX 1070 so running the code shouldn't be an issue.
$1,050 USD in 20 days
5.0 (56 reviews)
6.7
6.7
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Hi, there! I am interested in your project. I have extensive experience in image processing and computer vision such as object detection, image recognition, image classification, pattern recognition and matching, real time object tracking and counting, ALPR and OCR using Python, OpenCV, CNN, Keras and Tensorflow Faster R-CNN, Mask R-CNN, YOLO, SSD Inception and SSD Mobilenet. As a developer with rich experience, I am confident about your project. I will provide perfect results in a short time. If you want to work with me, please feel free to contact me. Thanks.
$750 USD in 20 days
5.0 (34 reviews)
6.0
6.0
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https://www.freelancer.com/projects/Python/Qualitative-Comparative-Study-Face-13933384/ https://www.freelancer.com/projects/php/License-Plate-Detection-With-Chinese/ done the similar jobs lets discuss it over chat
$2,352 USD in 20 days
4.9 (28 reviews)
6.2
6.2
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I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building financial models (Stock Markets) , Image Processing and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I would like to hear from you. Thanks Shivam
$1,250 USD in 20 days
4.5 (39 reviews)
6.5
6.5
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Hi there, I have checked the details I have rich experienced with Algorithm, Machine Learning, Python. Please initiate chat so we can discuss this job.
$1,250 USD in 20 days
5.0 (4 reviews)
5.6
5.6
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Hello, I hold a PhD in Signal Processing. I am very good at Image Processing, pattern recognition, and Deep Learning. I am good at Python and Matlab as well. I can easily get your work done providing good performance. I have successfully completed ALL projects I have taken up. Kindly assign me the project.
$1,111 USD in 7 days
5.0 (8 reviews)
5.4
5.4
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Hi I am a very experienced biostatistician, medical data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of clinical images data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU and EXCEL tools like image processing, machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$3,000 USD in 20 days
4.3 (29 reviews)
5.8
5.8
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Hi, I am a PhD computer scientist with a solid background in machine learning, deep learning and image processing. I am working in different deep learning projects applied to images in my company. I can assist you as a consultant for your project. Please contact me for more details.
$750 USD in 15 days
5.0 (8 reviews)
4.4
4.4
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Hi, I am an engineer specializing in computer vision and machine learning. I have done many projects related to computer vision and video analytics using image processing and deep learning. Some of the projects I have done are smart surveillance, action detection, face recognition, facial attribute detection, person re-identification, human parsing, segmentation, object detection and tracking, etc. I have dealt with the problem of unbalanced datasets in many cases, where I used custom data generators with data augmentations, transformations to overcome this. On top of that, I have a very good knowledge about image processing, deep learning and mathematics. Moreover I am very good with python,C++ programming and familiar with libraries such as Keras, Tensorflow, Pytorch, OpenCV (Python/C++), numpy, dlib, sklearn, etc which are necessary in the development process. I am sure, with my knowledge, experience and resources, I can complete this task successfully. I would like to discuss more details over chat. Regards, Dilina.
$750 USD in 10 days
4.9 (7 reviews)
3.9
3.9
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Hi, I am a machine learning expert. I have successfully completed a skin lesion classification project on this platform using Matlab. We can accomplish this task using either Matlab or python. I have read the project description and understand what it entails. Firstly, we need a very large dataset. The good thing is that it is available in the public domain. Secondly, I will propose you use the convolutional neural network (CNN). It is excellent for skin lesion classification. It has data augmentation built-in. Thirdly, I have a computer with a powerful GPU that will be able to handle the computational demands of this project. In addition, be assured of good and detailed documentation, step by step comments in the code and a highly accurate system devoid of overfitting the data. I am patient and committed. I will give my best to this project.
$1,200 USD in 20 days
5.0 (3 reviews)
3.4
3.4
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Hello, I have read the details provided and i am positive i can provide quality work,please contact me to discuss more on the project deadline and some other few things
$755 USD in 20 days
2.9 (11 reviews)
4.5
4.5
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I am a student who has a lot of prior experience in image classification using deep learning. Also, I am using a fairly good GPU, which should accelerate the model training significantly.
$750 USD in 20 days
5.0 (1 review)
1.0
1.0
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hello,dear. I have read all your requirements for 'Skin lesion image classification' and I fully understood it. I am confident and I am sure that I am able to finish this project. Please come in contact with me, so that we can discuss any details via chat:) Skills: Algorithm, Machine Learning, Python
$1,250 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi,dear. I've just checked all requirements of your project 'Skin lesion image classification'. I'm a senior software developer and I'm able to fulfill your project requirements ,you may be interested in me. Please come in contact so that we can discuss more for further details... Skills: Algorithm, Machine Learning, Python
$1,250 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Dear Client, I can help you in your image classification using deep learning modules with data preprocessing. I am very interested in this project and my qualifications and education really makes me ideal for this project. I am open to talk in detail about this project My Skype: adeelgill5 My Regards, Adeel Michael.
$1,250 USD in 20 days
0.0 (0 reviews)
0.0
0.0
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yes,I can do this need more Information and know about the work experienced AI and deep learning expert ping me for more details
$1,666 USD in 30 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of SAUDI ARABIA
riyad, Saudi Arabia
5.0
4
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Member since Feb 21, 2018

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