Image recognition (Python, Keras)
€30-250 EUR
Plačilo ob prevzemu
There is a small task, the results of which are going to be used for demo purposes as a part of non-technical research in a field:
1 - Import the images and prepare them for analysis (3 datasets are available);
2 - Resize the images;
3 - Feature extraction;
3.1. - Select 10 features (RGB mean, RGB variance, features derived from GLCM matrix and the ones selected);
4 - Standardization of the feature values;
5 - Make illustrations of the feature relationships (SOM, PCA);
6 - Try different classifiers, and optimize their parameters (K nearest neighbors, Regularized linear model with ridge regression, Multi-layer perceptron with 1 hidden layer and early stop committee (Output function Softmax));
7 - Estimate the classifier accuracy;
8 - Prepare a report with the results;
The whole technical task is available and would be shared.
ID projekta: #18939708
Več o projektu
Dodeljeno:
I have completed many Image Recognition projects successfully. You can check my reviews. Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Mac Več
22 freelancerjev ponuja v povprečju za €167 na tem delu
Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Več
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/ Več
Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Image Recognition based on Keras Programming. I'm really confident about your project, and very eager to join your p Več
HI there , Have worked with face and image recognition using Python and OpenCV with many Algorithm such as PCA, ICA and LDA. https://www.freelancer.com/projects/Python/Qualitative-Comparative-Study-Face-1393338 Več
Hello, sir. Thanks for your job posting! I am a Software Engineer and I specialize to do image processing projects such as Face swap, image segmentation, face recognition, object detect and etc by using opencv , d Več
Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.
Hi, I can build you this framework. The three stages, I. E feature extraction, selection and classification will be implemented as specified. You can contact me to discuss further details. Best Regards
I am a graduate engineering student and a freelance machine learning engineer. I have worked on several machine learning projects recently such as: - Stock market index forecasting using neural network ensembles. Th Več
Hi,i'm a data scientist with a BS degree in computer science i will do your task as fast as i can and i will achieve it exactly as you want,don't worry about any thing contact me for discussion
Hi I have worked on multiple image processing projects in my past. I just have one doubt which i would like to ask. Coming to your 3rd point where you have mentioned feature derived from grey level co-occurrence ma Več
I have knowledge both python and keras library. I also work in deep convolutional network for image segmentation purpose. Please mention your datatypes which helps me to understand which models performed better in thos Več
Dear hiring manager, I am an machine learning engineer from sri lanka , I have excellent knowledge and experience in the field. I have worked in keras, caffe, tensorflow frameworks. I can assure completing your proj Več
Hi there, I'd like to take on your project since I already have experience in the described area, based on both my consulting experience with top rated freelancers on this platform(ask me in chat) and my applied mat Več
A committed, knowledgeable and capable Researcher. Extensively published in theoretical and experimental works, with significant expertise in image processing, machine learning, and optimisation with 16 published paper Več
I need from you are what datasets do you have and how much images they contains. I will use python, keras, matplotlib and opencv for implementation.
I've got experience in Image processing and feature extraction and analysis which makes me suitable for the task!