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Multi-Object tracking using Deep Learning

€30-250 EUR

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已发布大约 5 年前

€30-250 EUR

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Summary: Multi-Object Tracking in basketball videos using Deep Learning. Goal: Applying GRU (= Gated Recurrent Unit) in order to track basketball players in videos. Programming language: Python Steps that I think that need to be taken: 1. Extract frames from video at timestamps specified the labels 2. Detect objects that need to be tracked using a pre-trained network (e.g., ResNet-50, VGG16 or alike) 3. Match detections with ground_truth bounding box coordinates 4. Apply GRU to track the players in multiple frames and predict the position of the players in frame t + 1. 5. Evaluate the performance using a MOT-2D benchmark video to be tracked: [login to view URL] Attachment: bounding box coordinates of each player at a certain time. Contains the following columns: - column 1: YouTube ID - column 2: Time corresponding to the video frame, in microsec. - column 3: Top-left x-coordinate of player bounding box in frame relative to frame width. - column 4: Top-left y-coordinate of player bounding box in frame relative to height - column 5: Width of player bounding box relative to frame width. - column 6: Height of player bounding box relative to frame height. - column 7: A player ID
项目 ID: 19256620

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活跃5 年前

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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 knowledge and understanding of state of the art machine learning algorithms like SVM, neaural networks as well as basic algos like KNN and clustering. I have also worked with sklearn and keras in PYTHON. I have experience with tensorflow,Keras,Pytorch and a ot of other ML libraries. I have recently organized a bootcamp on AI and machine learning in my university. Due to my vast coding experience , I can handle your project with quality work. Kindly share some more details so that I can offer the exact solution to your problem. Regards
€333 EUR 在10天之内
4.9 (66条评论)
6.0
6.0
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Hi, I hope you are doing good. well regarding this project, I have extensive 8+ years of experience in Machine learning projects using Python. I will work with efficient and correct way. Give me work, I will surely complete work within the required time. I have 8+years experience in python(all libraries like keras, tensorflow, scipy, plotly, matplotlib, pandas, etc) so I will work for you as you want. I have been worked for the following field related projects: Recommender Systems Sentiment Analysis Prediction Recognition Classification NLP(Natural Language Processing) Data Mining Data Analysis Data warehousing Data Modeling As I did MSCS(18 years of education in computer science), I can do your project in a smart way. As you can see my profile, I have been worked for different machine learning projects and got a response of employers by getting awesome feedbacks. I can do this project with 100% quality. Thanks for your time!
€500 EUR 在4天之内
4.7 (91条评论)
6.3
6.3
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I DO NOT OUTSOURCE I have been a freelancer for the past 8 years, I believe that my experience and skill in this background will prove to be of great help to you. Contact me to discuss more on the details
€123 EUR 在3天之内
4.0 (14条评论)
4.5
4.5
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Hi I am a PhD student and my research topics are Machine Learning, Deep Learning and Big Data. I completed Adrian Rosebrock's Deep Learning for Computer Vision with Python Bundles also his Computer Vision Gurus Course. I clearly understand your goal and i think i can do this easily. If you accept my bid you will get your results in 3 days. I use Geforce RTX 2070 GPU notebook. And codes are ready i ll only supply the data to algorithm. Have a good day Sincerely Fatih
€277 EUR 在3天之内
5.0 (2条评论)
0.4
0.4
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I have already study deep learning and computer vision. So, I used object tracking UAV. We can talk the details and I can take this job.
€244 EUR 在7天之内
0.0 (0条评论)
0.0
0.0
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Are you looking for the best code quality with better time management and timely delivery? Then look no further. Code Flow Tech LLP (CFT) is a young team of engineers working on Mobile & Website Development, Graphics Design, UI/UX Design, Artificial Intelligence & Machine Learning and Digital Marketing. Our focus is to help our clients achieve time-to-market advantage, gain economical access to world-class software engineering resources globally to deliver projects and IT & digital products while helping our clients achieve their business & organisational goals - whether it is increasing revenue, decreasing cost or improving market share, and drive innovation in technology through a confluence of creativity and collaboration. It is our endeavor to work to develop relationships that last longer and stand the test of time. Our Team: We propose a senior Python/Django developer with more than 5 years of experience. They have worked on several projects on Machine Learning, Artificial Intelligence, Data Science, IOT, Blockchain etc. Under their supervision, our team has developed an attendance management solution based on deep learning library Keras. We feel confident in our abilities to incorporate multiple object tracking to create a solution for you.
€120 EUR 在10天之内
0.0 (0条评论)
0.0
0.0

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NETHERLANDS的国旗
Breda, Netherlands
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会员自4月 16, 2019起

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