3D Point Cloud Classification & Compression
€250-750 EUR
Pagado a la entrega
I'm embarking on a fascinating project concerning 3D point cloud data, and I'm in need of an expert who is proficient in both deep learning, specifically in classification tasks, and data compression techniques. The main objectives are to classify objects within the point cloud data and implement a compression strategy that significantly reduces storage space, with an understanding that some data loss is acceptable.
### Ideal Skills and Experience:
- Proficiency in deep learning, especially in classification tasks using 3D point cloud data.
- Expertise in data compression techniques, particularly those suitable for 3D point clouds, with a focus on lossy compression.
- Experience with machine learning frameworks such as TensorFlow or PyTorch.
- Knowledge of programming in Python, and familiarity with libraries related to 3D data processing such as PCL (Point Cloud Library), NumPy, etc.
- Understanding of the trade-offs between data integrity and size reduction.
- Ability to optimize algorithms for efficient processing and storage.
### Project Requirements:
- Analyze existing 3D point cloud data to identify and classify objects accurately.
- Design and implement a lossy compression algorithm that significantly reduces the size of the 3D point cloud data while maintaining acceptable levels of accuracy in classification tasks.
- Provide documentation on the methodologies used for classification and compression, including any libraries or frameworks utilized.
- Collaborate closely with me to iteratively improve the solution based on test results and feedback.
The successful freelancer will have a proven track record in deep learning projects with practical experience in handling 3D point cloud data. Understanding the nuances of balancing compression with data fidelity in a classification context will be crucial. I'm looking forward to working with a dedicated individual or team to make this project a success.
Nº del proyecto: #37759728
Sobre el proyecto
45 freelancers están ofertando un promedio de €505 por este trabajo
Hello Good evening , I hope you are doing great. Just finished reading the brief details of your job . I see you have been looking for a freelancer who has experience with C++ Programming, Python, Machine Learning (ML Más
Hi there,I'm biddin on your project "3D Point Cloud Classification & Compression" I have read your project description and i'm an expert in C programming and machine learning therefore i can do this project for you per Más
I am a deep learning expert and have proficiency in 3D point cloud classification. I also specialize in data compression techniques suitable for 3D point clouds. My experience with TensorFlow, Python, and PCL makes me Más
Hi, I hope you are doing fine. I have PhD in mechanical engineering from Tohoku University of Japan. I have published 20 Journal papers and 16 international conference papers. I have a lot of experience in automotive, Más
Hi, How are you? Very happy to bid your project because my skills are fitted in your project. I am a AI engineer with 8 years of experience in machine learning, deep learning, data science, OCR, NLP and AI. I am very Más
Hi there, I'm thrilled to apply for your 3D Point Cloud Classification & Compression project. With 4-5 years of experience in Java, C Programming, C++ Programming, Machine Learning (ML) and Python, I'm confident in my Más
Hello Sir/ Ma’am We are a group of Software Engineers (Programmers) having 10+ years of experience. Expert in JAVA (swing, FX, Springboot) , C prog, C++ prog, .NET, C# prog , Python. Artificial Intelligence (AI) , Más
Hello, I hope you are good. I just saw your job posting and I am really interested in this project. As per my experience and skills this job completely fits. I have 5+ year experience doing similar jobs regarding to ab Más
I will show you my recent projects related to 3D data processing such as PCL (Point Cloud Library), NumPy then we will move forward. So it's surety for you to get perfect solutions from my side. Also, if you want demo- Más
Hi, My name is Seyed Amirreza, an AI expert with extensive experience in machine learning, Python, image processing and video processing. I have almost 4 years of experience in Machine Learning/Deep Learning algorithms Más
Hi there ! I took a delightful dive into your project description, and boy oh boy, it seems like my skills are a perfect match for this gig! I am an expert which have 5+ years of experience on C Programming, Java, Py Más
Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences. Please contact me to discuss the project in more Más
Hi, ! I have worked with similar projects so that I can provide you with a satisfied result. Having confirmed the job posting "3D Point Cloud Classification & Compression", I truly feel that you're looking for ambit Más
Hi, How are you doing? As a professional developer with expertise in classification tasks using 3D point cloud data and TensorFlow/PyTorch, I eagerly anticipate the opportunity to complete this project for you. Please Más
Greetings, Thank you for considering my application for this project. As an AI Engineer and Developer with over 8+ years of experience, I bring a wealth of knowledge and expertise in the field of Deep Learning. I hav Más
With my diverse background as an electrical engineer and solid experience in machine learning, I am confident in utilizing my skills to effectively tackle your 3D point cloud challenge. Although I don't have specific e Más
