Tamamlanmış

2D Chessboard Position Recognition System based on Machine Learning

Introduction

GingerGM is a chess company owned and run by Simon Williams, aka Ginger GM. Simon has a following of 47k subscribers on YouTube and streams regularly on twitch.com. [login to view URL] is currently selling chess courses available for streaming and download. In 2020, GingerGM is developing a web service for chess openings called gChess ([login to view URL]) aimed at professional, serious and hobby chess players.

We are now looking for a partner to developing some of the technology needed on the service. We are looking for someone with experience in AI, Machine Learning and image recognition systems.

Main Goal of the Software

gChess will have several features, among them the ability to put a position on a chess board and the system will instantly search among top games from tournaments, online sites ([login to view URL] and [login to view URL]), an encyclopaedia and video courses.

We will also include the ability to search chess channels on YouTube, so when a user puts a position on a board, the system automatically shows YouTube videos where the same position has occurred, with the ability to jump straight into the correct position in the video. To achieve this we need software that can parse a video file detecting any chessboards and extract the position as a FEN with a timestamp ([login to view URL]–Edwards_Notation).

The software must run on standard Linux distribution (no Windows). Language is optional. The interface is also optional, although a REST API would be preferred. Documentation on using the system from PHP should be included. This documentation should show we can give one YouTube video as input, and get a list of positions with timestamps as output. The accuracy of the system needs to be at least 98%.

Usage

The software must run on standard Linux distribution (no Windows). Language is optional. The interface is also optional, although a REST API would be preferred. Documentation on using the system from PHP should be included. This documentation should show we can give one YouTube video as input, and get a list of positions with timestamps as output.

Also check out:

[login to view URL]

[login to view URL]

[login to view URL] (the app does YouTube search as we want)

Deliverables

To qualify as an accepted project, the following criterias need to be fulfilled:

Software will run on a linux platform and will be written in Python.

Software will accept a local movie file as input and produce a list of chess positions in FEN with timestamps (seconds) as output.

Software will identify pieces with an accuracy level of at least 98%.

Software will be able to parse at least 10 images / second.

Software shall be delivered within 14 days from start of project.

Software should handle different board and pieces styles (see examples of what should be handled), and artifacts like arrows and symbols on the board.

Written documentation of basic usage of the Software

Beceriler: Machine Learning (ML), Yapay Zeka

Daha fazlasını gör: need javascript menu system based images, gui design realization embedded system based arm, system slot machine, chess piece detection, chess-board detection, chess computer vision, chess image recognition, neural chess github, simulation queueing system based java, machine learning vancouver, fingerprint recognition system eye language vbnet, cold storage system based projects java, mysql server operating system virtual machine, machine learning companies vancouver, projects library system based sql server vbnet, timekeeping system based, online shopping system based asp net, gps based position identification system, web based data mining machine learning projects bids, machine learning,speech recognition,image recognition

İşveren Hakkında:
( 1 değerlendirme ) Fredrikstad, Norway

Proje NO: #27590802

Seçilen:

pandaPython123

Hi, I am doing my Phd in computer vision and deep learning. I have also 3 years of experience in industrial image processing projects with python, OpenCV, Tensorflow and Keras. I would be happy to help you with this p Daha Fazla

%selectedBids___i_period_sub_7% gün içinde 889%project_currencyDetails_sign_sub_9% %project_currencyDetails_code_sub_10%
(6 Değerlendirme)
4.4

Bu iş için 20 freelancer ortalamada $1506 teklif veriyor

(3 Değerlendirme)
5.5
sgadou

Hi, there. I am a machine learning engineer good at image recognition. I am proficient in OpenCV, Keras, Python, Tensorflow and PyTorch. Carefully checked your requirements. I can help you with this project. Hope we c Daha Fazla

$2000 USD in 15 gün içinde
(12 Değerlendirme)
4.9
Igorter

Hi, Thanks for your job posting and I am very interesting to your project. as your project description, I see your project is Computer Vision, Image processing project. This is a python programmer and has expertise wit Daha Fazla

$1500 USD in 7 gün içinde
(7 Değerlendirme)
4.4
ahmedelhelow

Hi bro, I am Ahmed. I have a Master's degree in Computer Science from Europe. I read your project details, and I can do your project in less than 2 weeks for 900$. I am a Machine Learning expert. The software will be a Daha Fazla

$900 USD in 14 gün içinde
(7 Değerlendirme)
4.3
AwaisChaudhry

Hi, I have read the details I believe I can do this job. While I believe I have some queries which need to be clarified. For that I would request you to start the chat so we could clarify those. We can discuss the time Daha Fazla

$3500 USD in 90 gün içinde
(1 Yorum)
4.2
ramdanilaksono02

Hi. I am a Machine Vision Expert. I am very familiar to Deep learning apis such as Tensorflow, TensorflowLite, TfLearn, keras, pytorch, and fastai, mxnet. I have a good hands on working with Advanced R and Python and B Daha Fazla

$1500 USD in 30 gün içinde
(5 Değerlendirme)
4.3
umg536

Hi there, I'm bidding on your project "2D Chessboard Position Recognition System based on Machine Learning" I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project Daha Fazla

$1500 USD in 5 gün içinde
(1 Yorum)
4.0
DavidG90

Hi I am David Galic, an experienced CV expert. I developed lots of object detection projects, so I am very interested in this project. In this project, the custom object is a chess board, so to get the best accuracy in Daha Fazla

$1000 USD in 7 gün içinde
(3 Değerlendirme)
3.5
hotui707

Thanks for your posting! I am a computer vision and machine learning expert with full experiences in tensorflow, darknet, keras, pytorch, opencv and open vino, etc. I have developed lots of real time face recognition p Daha Fazla

$1000 USD in 7 gün içinde
(2 Değerlendirme)
2.8
connectsumya

Hi, I went through the requirements of this project. I can help you build the system with Python and Tensorflow in Linux environment. I have a PhD in machine learning and I have good knowledge in object detection and r Daha Fazla

$1709 USD in 14 gün içinde
(3 Değerlendirme)
2.7
ledphong

Hi, there I read your project description and I'm really interested in your project, because I've good knowledge and practical experience in these fields. If we have a chance to cooperate, I'll do my best to provide wo Daha Fazla

$1125 USD in 7 gün içinde
(1 Yorum)
1.7
Alibabaei0

hi with more than 10 years experiences in machine lerning and AI field our team consists of web developers, graphic designers, and mobile developers, with experience in android and iOS projects using both native (java, Daha Fazla

$1500 USD in 7 gün içinde
(0 Değerlendirme)
0.0
AITSoft

Hi there! I have read what you exactly need, however I would like to ask you a few questions. I do work smart and do not rest until I get the job done. Please feel free to ping me anytime so we can have a detailed disc Daha Fazla

$1500 USD in 13 gün içinde
(0 Değerlendirme)
0.0
Fingertipinfo

Hello, Sir. I read your opinion seriously. I have experience of 7 years and done similar projects in done similar projects before. As a man of trust, I can develop your project with full perfection. Let me go on, y Daha Fazla

$1500 USD in 22 gün içinde
(0 Değerlendirme)
0.0
fwd2018man

Hi, I have been a python / machine learning expert for 10+ years. I checked your attached screenshot files and I can implement this chessboard position recognition program. Before, I built several machine learning proj Daha Fazla

$1500 USD in 5 gün içinde
(0 Değerlendirme)
0.0
frankjm2020

Hi there! I have certain knowledge and experience in Python, ML and AI. I have done several project in image processing and object detection with Tensorflow and Keras. I think I can help you with my skills. Thanks.

$1000 USD in 7 gün içinde
(0 Değerlendirme)
0.0
omartini

Hello, I have 7 years experience of mathematics and machine learning. So i have full skills and experience of this field, and have developed a lot of projects such as Facial detection and recognition, object detection Daha Fazla

$1125 USD in 7 gün içinde
(0 Değerlendirme)
0.0
(0 Değerlendirme)
0.0
sstarcorp

Hi, We are a team of data science and ML/AI experts who excel across multiple areas with more than twenty five years of combined experience. We hold expertise in Python, Backend Architecture (micro-services, Kubernete Daha Fazla

$1500 USD in 10 gün içinde
(0 Değerlendirme)
0.0