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Create professional Data Science Tutorial Videos

Deliverable:

A trained deep learning model able to detect defects in QA images of a production line, packaged in a ready-to-deploy Docker image together with a web front-end where pictures can be uploaded for classification.

Dataset:

The images show a surface with potential defects. Labeling data is provided as JSON in labelME format, containing bounding boxes for two classes of defects. A single image shows tiled sub-images and may contain multiple defects. The dataset contains approximately 1500 images.

Model:

The model must reach >95% accuracy, as measured on a test set that will not be provided. Low false negative (error not detected) is more important than low false positive rate.

Web frontend:

The Docker image must contain a web frontend (simple form) where images may be uploaded for detection. Multiple images, as well as ZIP files containing multiple images, must be uploadable. The resulting output images must be the input image with sub-tiles containing defects highlighted and showing the detection confidence. A checkbox must be provided to allow the user to decide if the resulting images will be displayed directly in the browser or downloaded as a single [login to view URL] run a Data Science Academy and require a Data Science practitioner to create a series of Data Science videos for us.

We have all the content created already (in Jupyter Notebooks) and require the resource to create videos from these.

The resource needs to:

- Be able to explain technical content to beginners to the subject

- Have perfect, clear English

- Be able to produce videos (have the necessary equipment to do this)

- Have a fun, animated personality to bring the videos to life

- Be a solid Data Science practitioner and understand all the foundations (eg. Python, SQL, PowerBI and the Supervised and Unsupervised algorithms)

The ideal candidate is young, smart and has studied Data Science recently - so the concepts are fresh in their minds

Квалификация: Python, Искусственный интеллект, Machine Learning (ML)

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О работодателе:
( 0 отзыв(-а, -ов) ) Vladivostok, Russian Federation

ID проекта: #20172681

9 фрилансеров(-а) в среднем готовы выполнить эту работу за $19/час

chirag9700

I have more than 6+ years of experience into IT field. Since last 6 years, I am dealing with different kind of field such like : - Laravel, CI, YII - Angular.js - Node.js - Ionic Framework - PHP - HTML - Python - Djan Больше

$20 USD / час
(2 отзывов(-а))
4.2
mituld

Hi There i can work for Create professional Data Science Tutorial Videos I have 5 years of Python,Machine Learning (ML),Artificial Intelligence If you want to test my skill, i am ready for this anytime. I am pe Больше

$15 USD / час
(1 отзыв)
2.4
supersuntech

First:- Chatbot --> This can be integrated by any Facebook page, Slack etc. Its main aim is to reduce the human effort. For example, if this Chatbot is integrated with company page so it can easily answer you some bas Больше

$20 USD / час
(1 отзыв)
1.8
mingguo808

I am a senior AI project developer with 9 years of professional experience. Especially, I've rich experience on Machine Learning, Speech processing, Computer Vision, Natural Language Processing(NLP), Time Series Analy Больше

$20 USD / час
(1 отзыв)
1.4
debalb

hi I have developed a strong foundation of Machine Learning skills using multiple knowledge sources (online courses, publications, Kaggle contests). Image/Video analysis applications are my favorite type and I have use Больше

$20 USD / час
(1 отзыв)
1.4
$22 USD / час
(0 отзывов(-а))
0.0
pohema1987

Dear Sir, I have more than 3 years experience in Data science. I am very familiar with machine learning and deep learning. I will love to be considered for. this role. Regards.

$15 USD / час
(1 отзыв)
0.0
$22 USD / час
(0 отзывов(-а))
0.0
lx6319

Hi! I've done data science tutorial videos for beginners before. You can check my work here: [login to view URL] I'm currently the Chief AI Scientist of LeapX AI Lab. I was Больше

$15 USD / час
(0 отзывов(-а))
0.0