Deep Leaning Model Creation and Training

I am Aditya Girish Pawate, the founder of a DeepTech Startup called Chi SquareX Technologies. Most of our members are from one of the Indian Institute of Technology, so you should expect quality work. We provide services in the domain of Machine Learning, AI, Deep Learning, Computer Vision, Natural Language Processing, Algo Trading. Expertise: Training Machine learning, Deep Learning, Reinforcement Learning Models Frameworks are compatible with Pytorch, Tensorflow, Keras. Training ML models like Bayesian Networks, XGBoost, Random Forest, Decision Tree, KNN Classifier, GBM, GLM, SVM. Training DL models BERT and all its variants, DNN, CNN, LSTM, GRU, Variational Autoencoders using Bayesian Neural Networks. eXplainable AI (XAI) using LIME, SHAP, GRAD-CAM, DeepLIFT, DeepRED, CausalNex. Here are some of our previous works: Hair transplant startups require some image generation for their customers. Masters Thesis in Art Generation using GANs Head Gesture recognition using temporal signal data Hairstyle Classification Heartbeat recognition using Multilingual BERT for Document Ranking Algorithmic Trading on Indian Stock Market Yolov5 for Object Detection Kinetics 700 classification Aircraft Optimization Bio-BERT for Medical Dataset SciBERT for Explanation regeneration I have read your project details and I am confident that I can contribute towards it. Please message me so that we can talk further about your project.

Dear Sir, Are you looking for a freelancer who can create and train a deep learning model for Full Page Handwriting Recognition? I am a data scientist with expertise in deep learning, image recognition, natural language processing, and transfer learning. I have experience working with both image and text data and I am proficient in using TensorFlow as a deep learning framework. I am confident that I can complete the project within the given timeframe and deliver high-quality results. My proposed steps to complete the project are: 1. Create a deep learning model using TensorFlow for Full Page Handwriting Recognition. 2. Collect and prepare both image and text data for training the model. 3. Train the model using the prepared data. 4. Test and evaluate the model's accuracy and performance. I am also willing to provide a free demonstration of the solution even before the project is awarded. I look forward to hearing from you. Sincerely, Smith

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, OPENCV, WEKA, TABLEAU, POWER BI, and EXCEL tools like image processing, machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

Hello, am a Machine Learning expert, Training a deep learning model for Full Page Handwriting Recognition is a complex task that requires a significant amount of data and computational resources. 1. Dataset Acquisition: Obtain a large dataset of labeled handwritten pages. 2. Data Preprocessing 3. Page Segmentation: Develop a method to segment the full page images into individual text regions, such as paragraphs, lines, or words. 4. Handwriting Recognition Model: Select an appropriate deep learning model architecture for the handwriting recognition task. Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) with Long Short-Term Memory (LSTM) layers are commonly used for this purpose due to their ability to capture spatial and sequential dependencies in the data. 5. Model Training: Split the dataset into training and validation sets. Use the training set to train the deep learning model by feeding the preprocessed images and their corresponding ground truth transcriptions. Apply gradient-based optimization algorithms, such as Stochastic Gradient Descent (SGD) or Adam, to update the model's parameters and minimize the loss function. 6. Model Evaluation: Evaluate the trained model using the validation set to assess its performance and make any necessary adjustments to hyperparameters or model architecture. 7. Model Deployment: Once the model has been trained and evaluated, it can be deployed to recognize handwriting in real-world scenarios.

I can create and train a deep learning model for Full Page Handwriting Recognition I am writing to express my interest in providing my services as a freelancer for your Python development needs. With 7 years of experience as a Python developer. I am proficient in the following skills: Object-Oriented Programming (OOP),R programming, jupyter notebook, Data structures and algorithms, Web development with frameworks such as Django, Flask, and Streamlit, Machine learning, deep learning, and artificial intelligence, Database integration, including SQL and NoSQL, Data analysis and visualization, tableau, ETL, Text processing and natural language processing, Debugging and troubleshooting, Functional programming, Numerical and scientific computing, Scripting and automation. I am committed to delivering high-quality and efficient solutions. I understand the importance of tight deadlines and I work to complete projects within the agreed-upon timeframe while ensuring that all project requirements are met. I look forward to the opportunity to work with you and provide exceptional results.

Hello!! I am a highly experienced machine learning and deep learning engineer. I have a strong understanding of various image classification techniques and have worked on several projects using CNNs, R-CNNs, and other deep learning models. I am confident that I can help you with your image classification project and deliver high-quality results in a timely manner. I am comfortable working with various ML and DL frameworks such as TensorFlow, PyTorch, and Keras. In this project, I will work closely with you to understand your requirements and develop a custom image classification model that meets your needs. I will also provide ongoing support and make any necessary updates to the model as needed. Looking forward to work with you. Hoping for positive reply. Best Regards, Jash M.

Hi, I'm an experienced professional in Deep Learning, ChatGPT (GPT-3 and later), BERT, and BART models and recently implemented five deep learning models (You can check my profile) for nephrological disease detection systems. Also, am an undergraduate in Computer Science, specialising in AI and Data Mining. I lead a research team with 4 researchers and a software development group with 5 developers. NephroAI is a web-based application that utilizes advanced deep-learning techniques (5 Deep Learning Models) to automate the detection of kidney-related diseases. It analyzes CT scans and symptoms to provide a comprehensive analysis of the patient's kidney health, including the detection of kidney stones, tumours, and cysts. The system generates user-friendly reports that help healthcare providers make informed treatment decisions. NephroAI is designed to be accessible, affordable, and compliant with relevant regulations, ensuring the protection of patient data. It is continuously updated to stay current with advancements in nephrology and can handle a large volume of CT scans and symptoms analysis. As I can see that your requirement is similar to the above project which involves ML Models. I can deliver the project as requested (You can choose the deadline). Looking forward to working with you.

Hhi I am experienced in this and I can start right now but i have few doubts and questions lets have a quick chat and get it started waiting for your replyyy

Hi, Greetings from GetAI, we're a software development and business process automation company based in Bangalore, India. We have a team of multidisciplinary experts who are readily available to start work on your project and fulfill above mentioned requirements and have vast expertise in handling various projects involving a wide range of leading software technologies We have the talent and technology expertise to successfully deliver this project as per your requirements and accommodate any additional requests if needed. We assure you a friendly and collaborative partnership and good quality work with focus on time and budget. We would like to know more in detail about the project for a better clarity and request you to get in touch with us via the messenger We recommend a brief discussion for communicating the requirements in detail and thereby quote our pricing. Looking forward to working with you, Regards, GetAI

Greetings Dear Client. Welcome to my profile, Home to Professional and Quality services with 100% customer satisfaction guarantee. I'm a Certified & Experienced Expert in the respective project requirements. Dear Client, I take this opportunity to inform you that i have KEENLY gone through all your project requirements as given in your project description and I confirm to you that i can perfectly deliver as instructed. Being in possession of all CLEARLY STATED required project skills as this is my area of professional specialisation having completed all Certifications and developed adequate experience in the same area, I hereby humbly request you to consider my bid for Professional, Quality and Affordable services always. STRICT TIMELY DELIVERY & UNLIMITED REVISIONS. Kindly Message Me We Discuss More About The Project and seal the contract. Welcome and Thank-you.

Hii sir / madam this is chandu i would like to take you project i know all the base technology And i i Know the some more technology like power bi And my SQL.i think i can prove my your data base to complete before date Thank ing you

Hi Dear, I think we can create a very nice model using tensorflow. I already completed the advanced tensorflow certificate, so I posses the knowledge for this assignment Greetings, Darwing Cara

I'm thrilled to present my proposal for your Full Page Handwriting Recognition project. I have more than 7 years of experience working with tools like TensorFlow, and I am adept in areas like deep learning and machine learning frameworks. I have assisted more than 2000 people over a period. To bring your project to fruition, I will use my expertise in: Deep Learning Model Creation and Training: I have designed and trained various deep learning models using TensorFlow, and I am confident in my ability to create a model that can accurately recognize full-page handwriting. Image Recognition and Natural Language Processing (NLP): With my extensive experience in both fields, I can create a system that can process and understand both image and text data, allowing it to effectively recognize handwriting. Transfer Learning: Using pre-trained models such as ResNet-152 (initial weights from ImageNet), I can accelerate the model training process while retaining high accuracy levels. Dataset Management: I can handle the collection, preparation, and annotation of image and text data. I am ready to work with the dataset you will provide.

I am excited to hear that you are looking for a freelancer who can create and train a deep learning model for Full Page Handwriting Recognition. As a scientist with expertise in applied mathematics, artificial intelligence and machine learning, I am confident that I can provide the necessary skills to complete this project. I have extensive experience in deep learning model creation and training as well as image recognition and natural language processing. My past work has been focused on using TensorFlow as the preferred deep learning framework for model development and I have successfully achieved high-quality results within given timelines. I would be more than happy to provide an annotated dataset after creation of your model so you can evaluate its accuracy and performance. Please feel free to reach out if you have any questions or would like more information about my profile or skills.

My name is Situ Barman. I do many things , Honestly i say i love to play the guitar . this creative things ' I have Good knowledge about :- 1-python programming, 2-HTML,3-C PROGRAMMING I'am Glad to be your as worker i have skills of LINUX i'm flexible with my working hours and am happy to work closely with any existing freelancers you work with. I look forward to hearing from you! Thank you freelancres