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Build datasets for GAN, by scraping images, normalizing them & building classifier networks using Tensorflow or Pytorch

€250-750 EUR

In Progress
Posted about 3 years ago

€250-750 EUR

Paid on delivery
I want to create GANs for generating skulls in tribal style, with separate GANs for human skulls and animal skulls (i.e. generally ram/bull/cow skulls). First, I need to gather relatively large datasets for the purpose though, and clean up / normalize them (remove watermarks, background patterns and other irrelevant artifacts, crop them to a relevant size, etc). I need you to: 1. Build keyword-based image scraper code to gather a large number of samples 2. Manually filter out and categorize sets of each class large enough to use for start building the classifier 3. Build code for normalizing the samples, cropping etc 4. Build classifier code that can automatically find appropriate samples of each class & normalize them 5. Ensure that the final deliverable is able to automatically build a large dataset (at least 10 000 of each class), with a very small amount of false positives, that should be easy/painless to filter out manually. I have already scraped a large number of potential samples from a vector-based stock photo site, and can share that dataset as well as the code I wrote to perform the scraping (basically just a few lines of bash & perl), but want you to build and deliver your own scraping code to gather more samples from Google image search and other sources as well. Note that there are a large number of irrelevant images in the samples I've gathered, which is exactly the problem. I expect high quality documented code in your deliverables, no quick'n dirty copy/pasted code that I need to clean up myself. Initially, I just want datasets with white backgrounds and black lines for skulls, to avoid confusing the GAN I build. If you do this job well, I will most likely have similar projects for you in the future. When posting an offer, let me know about relevant experience in scraping images for datasets as well as building the code to normalize and classify the images, as well as which languages and frameworks you will be using.
Project ID: 29453236

About the project

14 proposals
Remote project
Active 3 yrs ago

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€0 EUR in 4 days
5.0 (20 reviews)
7.8
7.8
14 freelancers are bidding on average €579 EUR for this job
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Hi, Greetings! ✅ I have checked and gone through the project details and I am very skilled in it. ✅Completed Time: In project deadline We have worked on 640 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion.. Thank you Sandeep Digital screencast
€500 EUR in 10 days
5.0 (77 reviews)
6.9
6.9
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Hello sir/ma, I'm interested in taking this task up for you. I have extensive experience in the domains of Natural Language Processing, R language, Python, Image Recognition & Artificial Intelligence,Recommender Systems,Machine learning,Data Minning, C++, C#, NS3 simulation, Omnet++, Sumo simulation, Deep Learning, Computer Vision, AI text analysis model,and Reinforcement Learning. While working in the domains mentioned above, I have worked used frameworks like TensorFlow, Scikit-learn, PyTorch,STP and UDP, Caffe2, OpenCV, Keras, matplotlib, seaborn, fastai, Pycharm,NILM algorithms etc) I am also very familiar with classification and clustering algorithms such as SVM,FHMM, Combinatorial Optimization, HART 85 Algorithm, Maximum Likelihood Estimation, KNN, LDA, Fuzzy classification I’m honest, creative and a unique person to carry out your tasks given to me. Leaving your project on our hand is privileged; we'll make sure that the project is done in a perfect way and do our best until you were satisfied. I would love to discuss this project with you and meet your exact requirements. I am confident I can provide you with top-notch materials that will fit your needs. I'm proud of my work on being professional, of the highest quality and always delivered on time.
€250 EUR in 2 days
4.9 (27 reviews)
5.4
5.4
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hello I devour your demand that you’re viewing Build datasets for GAN, by scraping images, normalizing them & building classifier networks using Tensorflow or Pytorch I provide creative, proactive and high-tech solutions to your development needs. I have solid experience in HTML, Javascript, PHP,CSS,metatrader, MySQL, Node.js, React.js, Joomla,Angular.js, Laravel,Java, Python, Wordpress,linux Ruby on Rails, Objective-C and Swift, C#, Qt, Linux and raspberry. Don't hesitate to contact me to create awesome products! Thanks
€250 EUR in 2 days
4.8 (17 reviews)
5.1
5.1
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Hi, there. I am very interested in your job. - `pyscrape` for image scrapping - Python - PyTorch and Keras for GAN Best regards, Sgadou
€750 EUR in 7 days
4.9 (15 reviews)
5.2
5.2
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Hello, I am a ML/DL Expert using Python for more than 4 years. I read the description, I can do this work perfectly since I worked on GANs with Pytorch, Tensorflow, Image Treatment and Web Scraping. I can cite some Projects : - Vehicle image generation using Generative Adversarial Network (GAN) with Python (Pytorch, DCGAN) - Web Application with Django : Stock Chart Pattern Recognition Using Market Internals Machine Learning & Neural Network with Python (API, Web Scraping, DataViz, Trading, Deep Learning) - Web Application with Django : Scraping data and doing a Multi-aspect sentimental Analysis with Python(Scraping, API, Django web development..). - Speech emotion recognition using fuzzy logic and genetic algorithm with Python. - Using python-tesseract to convert text in images to editable data (OCR, openCV, pytesseract). I guarantee you the best work within deadline and respecting your needs. You can contact me to discuss more details. Have a nice day.
€350 EUR in 5 days
5.0 (11 reviews)
4.1
4.1
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Hi. I have read your project description in detail. I am an Electronics Engineer and Matlab Expert I have 11 years of experience in C/Machine language/Matlab/Python, Algorithm Simulation programming, software Architecture, Deep Learning, Artificial Intelligence, and Django I am sure I can do it. You will get the best results if you hire me. Waiting for you in the chat window. Thank You
€750 EUR in 10 days
5.0 (1 review)
2.3
2.3
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Hi, Hope you are doing well. I have full experience about Python and Scrapping so that I can give you a wonderful result. I will be very happy to discuss about your project via chatting. Thank you.
€500 EUR in 7 days
5.0 (1 review)
1.4
1.4
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Hi, I'm Stephen, and I have more than four years of programming and deep learning experience. I can deliver quality code to you. I can build a scraper using the python beautifulsoup library. I will normalize images using OpenCV, scikit image, or NumPy and classifier using Pytorch or FastAi using EfficientNet model, SOTA, for image classification. Please send me a message to discuss more.
€500 EUR in 21 days
0.0 (0 reviews)
3.3
3.3

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Flag of SWEDEN
Uppsala, Sweden
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