Robotic Hand Simulation and ML Training

With an impressive background in Robotics Development and AI, specializing in Machine Learning, I am well-equipped to bring your project of robotic hand simulation and ML training to life. My skills extend from designing to implementing intelligent robotic systems and algorithms, and leveraging machine learning techniques and deep learning algorithms for robots' informed decision-making. Using various sensors, including LiDAR, cameras, IMUs and tactile sensors is a given in my work. I have implemented computer vision algorithms for object recognition to allow the robots

With my extensive experience in Machine Learning and Autonomous Systems, I am excited to be a part of this project. Having successfully adept in supervising large datasets and building the ML models, I can deliver precise results for your Robotic Hand Simulation. Equipped with expertise in TensorFlow, PyTorch, and Keras, I will skillfully train the provided robotic hand software to pick up objects efficiently from diverse positions and orientations. Moreover, my background in Computer Vision complements this project well as it enables me to precisely analyze whether the hand picked up the object or not. Integrating my skills in Data Science and Big Data processing with frameworks like Spark and Kafka, I ensure optimal handling of the significant amount of data involved in this project. I bring to the table not just technical expertise but also a dedication to provide end-to-end support for your project. My goal is to collaborate with you shaping innovative AI solutions that perfectly align with your vision. Let's leverage the capabilities of cutting-edge technologies together to create a simulation that trains a machine learning model capable of predicting prospective success rate during robotic interactions with objects – thus setting your project on the path of success.

Dear Narendra M., I saw your project titled "Robotic Hand Simulation and ML Training" and I'm interested in submitting a proposal. With over 10 years of experience in software development, I have a proven track record and strong expertise in the required skillset, including Machine Learning (ML). Here's a bit more about my skillset: Skills: Machine Learning (ML), Algorithm Analysis I'm confident I can deliver exceptional results for your project. Would you be open to discussing this further? Thank you for your time. Sincerely, A Mateen

As an innovative tech expert armed with a versatile toolkit, I believe I am your ideal candidate for this project. My team at Altivus Solvo has a commendable experience in programming and software manipulation, machine learning strategies, as well as data analysis. Over the past 5 years, we've successfully developed a range of solutions using HTML5, CSS3, JavaScript, React.js, Angular, Vue.js, Node.js, Python (Django, Flask), PHP (Laravel, CodeIgniter) that have brought success stories to our clients - and we would love to do the same for you. Given the specifics of your project, our mastery in machine learning is particularly relevant. We have dedicated a substantial portion of our career to maspering ML techniques and algorithms to tackle complex problems such as yours. In line with your required tasks of simulating the robotic hand's movements and training the ML model to predict lifting success probabilities based on position and orientation data, we not only possess the skills but also have a deep understanding of these processes.

World Champion in IARC Mission 9 (world's most prestigious robotics challenge) where we built an autonomous flying robot equipped with variable pressure grippers. Secured AP (exceptional performance) grade for course project in Machine Design for building a robotic hand with 15 joints to mimic a human hand through laptop webcam - based on OpenCV and Machine Learning. Led a group of 15 undergrads to two international robotics design competitions and won Best Design Award at IMechE UAS '23. Well versed with the entire pipeline - mechatronic design, Machine Learning, testing. Looking for my first freelancer.com engineering project. Experienced, professional, dedicated

Hello! My name is Ahmed Maher, a Machine Learning Engineer with a strong foundation in programming and data analysis. I have solid experience in managing and structuring data for machine learning projects that require precision and careful attention to detail. I have worked with various machine learning models, making me well-prepared to develop the robotic hand simulation and train the predictive model. Additionally, my experience with complex datasets ensures that I can efficiently organize and analyze the collected data, enabling accurate predictions on new robot positions. I'm confident in my ability to complete this project accurately and efficiently. I look forward to contributing to your exciting initiative.

That sounds like a fascinating project! Here’s a general approach to get started: 1. Define Project Requirements Software Setup: Make sure you have access to the necessary software and any simulation tools provided by your teacher. Robotic Hand Specifications: Understand the capabilities and limitations of the robotic hand (e.g., degrees of freedom, gripping strength). 2. Data Collection Simulate Positions: Create a script that systematically varies the positions and orientations of the robotic hand around the target objects. Collect Data: For each position/orientation: Execute the pick-up attempt. Record success or failure (able to hold for 5 seconds). Log relevant parameters (position coordinates, orientation angles, object type, etc.). Data Format: Store this information in a structured format (e.g., CSV, JSON). 3. Machine Learning Model Data Preprocessing: Clean and preprocess the collected data. Normalize features and encode categorical variables if necessary. Feature Selection: Choose relevant features that could influence the pick-up success (e.g., distance from object, angle of approach). Model Selection: Consider algorithms like logistic regression, decision trees, or neural networks based on the complexity of the data. Training and Validation: Split the dataset into training and validation sets. Train the model and evaluate its performance using metrics like accuracy, precision, and recall. 4. Implementation

We did this project in our college and i know the hardware wors if you want i can show you images or video

Hello, I’ve worked on a similar project involving machine learning, so I’m familiar with the kind of programming and data analysis needed for this. I’d be glad to provide a free demo by developing a crucial feature for your project before you decide to award it to me. Looking forward to helping you with this exciting project! Best regards Nitin Bagdi Note: The bid amount is just a placeholder, we need to discuss further before I can commit any cost.

As an expert in data science and machine learning, I'm incredibly excited to tackle your robotic hand simulation project. At GLOOM DEV, we have a proven track record of leveraging precision programming and advanced ML models to solve complex problems like the one you are presenting today. Our extensive experience with AI-driven solutions has enabled us to build reliable programs that can handle numerous data inputs and effectively analyze them. One of our standout skills that align perfectly with your project is our proficiency in utilizing simulated data for ML training and development. We're well-versed in the specific challenges posed by robotics, such as finding various positions and orientations for objects within feasible constraints. By generating relevant data on whether a position can successfully interact with a certain object for an extended period, we can train a robust model that accurately predicts potential outcomes. Moreover, being accredited by AICTE means our work has been recognized for excellence in technical education. In combination with our commitment to delivering bespoke solutions, this guarantees you'll be receiving not only a thorough job but also one tailored to your unique needs. Let's team up and make this robotic hand simulation project an astounding success.