Pytorch jobs
Image recognition app for restaurant needed to capture the food items and to do reconciliation will bills. Machine Learning and AI: Proficiency in machine learning algorithms, especially in image recognition (Convolutional Neural Networks, etc.). Experience with AI frameworks such as TensorFlow, PyTorch, or Keras. Ability to process and analyze large datasets for training models. Knowledge of OCR (Optical Character Recognition) technologies for bill scanning and text extraction.
...natural language processing project. The specific task for this project is to develop a sophisticated NLP model using deep learning techniques. Skills and Experience Required: - Strong background in deep learning and neural networks - Extensive knowledge and experience in natural language processing - Proficiency in Python programming language - Familiarity with frameworks such as TensorFlow or PyTorch - Experience in working with large datasets and pre-processing text data - Ability to develop advanced NLP models for tasks such as sentiment analysis, entity recognition, and text generation - Knowledge of advanced NLP techniques such as attention mechanisms and transformer models - Strong problem-solving skills and the ability to optimize and fine-tune models for performance If...
I require an experienced Flutter expert who can integrate a Federated Learning model into my project. Below are the specific needs: - Machine Learning integration using the Federated Learning model - You'll be expected to train a new model for this task - We'll be providing you with structured data, primarily from Excel spreadsheets and SQL databases The perfect freelancer for this job would ideally hold the following skills: - Proficient in Flutter framework - Experience in Machine Learning (specifically Federated Learning) models, and their integration - Expertise in handling and analysing structured data for the training of machine learning models Your ability to provide assistance, strategies and methods regarding the training and integration process will be highly apprec...
I need a flutter with machine learning expert to develop backend machine learning framework, possibly a lightweight version of TensorFlow Lite or PyTorch Mobile,
I am looking for a skilled and experienced Flutter with machine learning expert to develop the backend for my project. Requirements: - Must have experience in Flutter and machine learning - Must be proficient in Python for backend development ,lightweight version of TensorFlow Lite / PyTorch Mobile, - Should have expertise in training machine learning models using provided datasets - Should be able to predict specific features using the machine learning model Skills and Experience: - Proficiency in Flutter and machine learning - Strong knowledge of Python for backend development - Experience in training machine learning models using provided datasets - Familiarity with classification, regression, and clustering techniques If you meet the above requirements and have the n...
Project Description: Titanic survival prediction using Bayesian Networks Skills and Experience: - Proficiency in Python programming language - Familiarity with machine learning libraries such as Scikit-learn, TensorFlow, and PyTorch - Strong understanding of Bayesian Networks and their application in predictive modeling Project Requirements: - Develop a predictive model using Bayesian Networks to determine the likelihood of survival for passengers on the Titanic - Utilize the preferred programming language, Python, for implementation - jupyter notebook must be used - Aim for a desired accuracy level for the prediction model (to be determined by the client)
Project Description: I am looking for a skilled developer to implement a research paper using Python. Requirements: - Proficiency in Python programming language - Ability to understand and implement complex algorithms from research papers - Experience in data manipulation and analysis using Python libraries - able to implement neural networks with pytorch The research paper will be provided, and I require detailed documentation and commentary explaining the code implementation. Please reach out to me and I will provide you with the research paper
I am looking for a freelancer with experience in machine learning (NLP) to help with my project. The primary goal of the project is text classification. I have a specific dataset that needs to be used for this project. The preferred...is Python. Skills and experience required: - Strong knowledge of machine learning algorithms and techniques - Experience with text classification and Natural Language Processing (NLP) - Proficiency in Python programming language - Ability to work with large datasets and perform data preprocessing - Familiarity with machine learning libraries and frameworks such as scikit-learn, TensorFlow, or PyTorch If you have the necessary skills and experience, please reach out to me with your portfolio and relevant examples of previous work in machine learn...
Seeking a skilled deep learning specialist for a project focused on RNA-protein binding prediction. Expertise in Python, PyTorch, and a background in bioinformatics or a related field is required. The project involves data preprocessing, model development, training, and validation. Deliverables include the final trained model, source code with documentation, and a report detailing the model's performance. Data for training and validation will be provided. Please provide a proposal outlining your approach, timeline, and budget.
Project Title: Develop ML and DL predictive models Description: I am looking for an experienced data scientist to develop ML and DL predictive models using Python. The models will be used on text and structured data. Skill...models Description: I am looking for an experienced data scientist to develop ML and DL predictive models using Python. The models will be used on text and structured data. Skills and Experience: - Proficiency in Python programming language - Strong understanding of machine learning and deep learning techniques - Experience working with text and structured data - Familiarity with TensorFlow or PyTorch framework - Ability to analyze and preprocess data - Knowledge of model evaluation and optimization techniques - Excellent problem-solving skills and attention...
...experience in debugging outlier detection algorithms using Pytorch. Skills and Experience: - Proficiency in Pytorch and debugging techniques - Strong understanding of outlier detection algorithms and Normalizing flow - Experience working with large datasets and data preprocessing - Ability to identify and fix issues that may impact accuracy The project involves debugging an existing outlier detection code written in Pytorch and improving its accuracy. Tasks: - Analyze and understand the current codebase - Identify and fix any bugs or issues that may affect accuracy - Test and evaluate the performance of the updated code - Provide documentation and explanations for the changes made The ideal candidate should have a strong background in Pytorch and outlie...
...consistent. Key Tasks: Analyze and optimize our current TTS models. Ensure all voices sound consistent and natural. Adjust voice models to a specific tone and style. Test and validate the improvements. Project Requirements: Expertise in audio engineering or machine learning. Experience with TTS systems and digital signal processing. Familiarity with machine learning tools (e.g., TensorFlow, PyTorch). Skills in audio analysis and editing. Project Deliverables: A report on the TTS model's current state and areas for improvement. Enhanced TTS models with documentation of changes. Audio samples showing voice quality improvements. Additional Notes: We need more audio samples for characters like Eric Cartman, Kyle, Stan, etc. The audio must be clean with no background noise. ...
...consistent. Key Tasks: Analyze and optimize our current TTS models. Ensure all voices sound consistent and natural. Adjust voice models to a specific tone and style. Test and validate the improvements. Project Requirements: Expertise in audio engineering or machine learning. Experience with TTS systems and digital signal processing. Familiarity with machine learning tools (e.g., TensorFlow, PyTorch). Skills in audio analysis and editing. Project Deliverables: A report on the TTS model's current state and areas for improvement. Enhanced TTS models with documentation of changes. Audio samples showing voice quality improvements. Additional Notes: We need more audio samples for characters like Eric Cartman, Kyle, Stan, etc. The audio must be clean with no background noise. ...
...consistent. Key Tasks: Analyze and optimize our current TTS models. Ensure all voices sound consistent and natural. Adjust voice models to a specific tone and style. Test and validate the improvements. Project Requirements: Expertise in audio engineering or machine learning. Experience with TTS systems and digital signal processing. Familiarity with machine learning tools (e.g., TensorFlow, PyTorch). Skills in audio analysis and editing. Project Deliverables: A report on the TTS model's current state and areas for improvement. Enhanced TTS models with documentation of changes. Audio samples showing voice quality improvements. Additional Notes: We need more audio samples for characters like Eric Cartman, Kyle, Stan, etc. The audio must be clean with no background noise. ...
...consistent. Key Tasks: Analyze and optimize our current TTS models. Ensure all voices sound consistent and natural. Adjust voice models to a specific tone and style. Test and validate the improvements. Project Requirements: Expertise in audio engineering or machine learning. Experience with TTS systems and digital signal processing. Familiarity with machine learning tools (e.g., TensorFlow, PyTorch). Skills in audio analysis and editing. Project Deliverables: A report on the TTS model's current state and areas for improvement. Enhanced TTS models with documentation of changes. Audio samples showing voice quality improvements. Additional Notes: We need more audio samples for characters like Eric Cartman, Kyle, Stan, etc. The audio must be clean with no background noise. ...
...consistent. Key Tasks: Analyze and optimize our current TTS models. Ensure all voices sound consistent and natural. Adjust voice models to a specific tone and style. Test and validate the improvements. Project Requirements: Expertise in audio engineering or machine learning. Experience with TTS systems and digital signal processing. Familiarity with machine learning tools (e.g., TensorFlow, PyTorch). Skills in audio analysis and editing. Project Deliverables: A report on the TTS model's current state and areas for improvement. Enhanced TTS models with documentation of changes. Audio samples showing voice quality improvements. Additional Notes: We need more audio samples for characters like Eric Cartman, Kyle, Stan, etc. The audio must be clean with no background noise. ...
I am looking for freelancer that have experience in Physic Informed Neural Network. Please make sure you have experience in this field before send the proposal. I have the code in PyTorch, want it to be change according to DeepXDE library. I want the result to be the same, just want to use a different library.
Starting from an existing Python code (ROMP) : -I want to apply PNG texture ()Including transparency to the 3D SMPL body mesh used by ROMP (GitHub). -The texture need to be able to be adjusted on the Mesh. -Using PyTorch or PyRender method. -Performance FPS has to stay the same as without texture application. Please check the project available in GitHub to be modified before bidding:
About the Role: We are seeking two experienced Software Developers, specializing in Machine Learning and AI, to join a dynamic team working on an innovative and high-profile te...robustness, and scalability through proper design and testing. Contribute to technical and project documentation. Required Skills and Qualifications: Bachelor’s or Master’s degree in Computer Science, Engineering, AI, or related field. Proven experience in software development with a focus on AI and machine learning. Strong proficiency in Python and familiarity with AI/ML libraries (e.g., TensorFlow, PyTorch). Experience with database design and management, especially in relation to big data. Knowledge of data structures, algorithms, and system design. Excellent problem-solving, analytical, an...
...freelancer who can help me with a project that involves the classification of the quality of fruits and vegetables using deep learning and machine learning techniques. Skills and Experience: - Strong background in deep learning and machine learning algorithms - Experience with image classification and computer vision tasks - Familiarity with popular deep learning frameworks such as TensorFlow or PyTorch - Ability to preprocess and analyze large datasets of food images - Understanding of different quality factors for fruits and vegetables The goal of this project is to develop a classification model that can accurately determine the quality of fruits and vegetables based on their visual appearance. The model should be able to differentiate between good quality produce and those...
I am looking for a data scientist who can develop an LSTM prediction model on Cov...should be developed within this time frame. Dataset: Yes, I have a dataset - The client already has a specific dataset in mind for the model. Desired Accuracy: 80-90% - The prediction model should aim for an accuracy within this range. Skills and Experience: - Proficiency in LSTM modeling and time series analysis. - Strong knowledge of Python and machine learning libraries such as TensorFlow or PyTorch. - Experience in working with Covid-19 data or similar epidemiological datasets. - Ability to clean and preprocess data for modeling purposes. - Familiarity with evaluating model performance and optimizing accuracy. If you have the required skills and experience, please submit your proposal for thi...
I am looking for a skilled developer to help me with YOLO-NAS training. Skills and Experience: - Strong proficiency in PyTorch framework - Experience with YOLO-NAS training - Familiarity with deep learning algorithms and techniques - Ability to work with large datasets Requirements: - I have a prepared dataset that needs to be used for the training. - The desired accuracy for the model is 80-90%. If you have the necessary skills and experience, please reach out to discuss further details. The dataset is in coco format (not roboflow) and i have prepare the train/test/val folders for images and labels. Also i have anaconda and yolo requirements. I want to know the commands in order to do training at 1280 and also using 4 GPUs. The server is ready with ubuntu 22.04 but i c...
I'm in need of a proficient Python developer experienced in data preprocessing and cleaning. We've got a sizable CSV da...to be impeccably executed: - Removal of missing data: Eradicating instances with incomplete information. - Duplicate handling: Identification and exclusion of recurring data points. - Data format standardization: Ensuring data consistency across the board for seamless processing. Skill set needed include proficiency in Python, experience with PowerBI and web scraping, alongside knowledge of PyTorch. You should be well-versed in data cleaning strategies and tactics for large datasets. The budget allocation for this project is tight at 50$, hence efficiency and accuracy are key. Use your proven track record in handling big data preprocessing tasks to ex...
...have extensive knowledge in designing, implementing and refining machine learning algorithms. 2. Computer Vision: Your role will require you to focus on video analysis and processing using computer vision. Previous experience with similar tasks will be beneficial. Though not a strict requirement, prior knowledge in working with machine learning frameworks or environments (such as TensorFlow, PyTorch or OpenCV) would be highly regarded. As the client, I'm open to suggestions and innovative solutions. If you can see yourself succeeding in this project, apply now with details of your past experiences and ideas for this project....
You will be working together with us and you will need to explain and show us how to do these things as well We are seeking an experienced Audio Engineer or Machine Learning Specialist to assist in the fine-tuning and optimization of our pre-trained Text-to-Speech (TTS) models. Currently, we have five distinct voices and ...documentation of the changes made. Audio samples demonstrating the improvements in voice quality and consistency. Required Skills: Strong background in audio engineering or machine learning, specifically in the realm of voice or speech. Experience with TTS systems and understanding of DSP (Digital Signal Processing). Proficiency with machine learning tools and libraries relevant to TTS (e.g., TensorFlow, PyTorch). Ability to work with audio analysis and editing...
...current model on Google Colab, and should utilize the latest advancements in deep learning tailored for image super-resolution tasks. The expected deliverable is robust, well-documented code in a Colab notebook that is fully functional and ready to be tested against a validation dataset. Key Requirements: -Proficiency in Python and experience with deep learning frameworks (e.g., TensorFlow, PyTorch) -Proven track record with image processing and super-resolution techniques -Ability to work within the Google Colab environment leveraging its GPU capabilities -Commitment to delivering clean, efficient, and scalable code -Strong communication skills to ensure clarity in implementation and outcome delivery The successful implementation of this upscaling code is crucial to enhancing...
...Python programming. Key Requirements: - Proficiency in Python programming language - Experience in computer vision algorithms and libraries - Ability to develop an object detection system with an expected accuracy of more than 90% Skills and Experience: - Strong knowledge of computer vision algorithms and techniques - Experience with Python and relevant libraries such as OpenCV, TensorFlow, or PyTorch - Familiarity with object detection models and frameworks (e.g., YOLO, SSD, Faster R-CNN) - Ability to optimize and fine-tune models for high accuracy - Strong problem-solving skills and ability to work with large datasets If you are a skilled computer vision expert with experience in object detection using Python, I look forward to hearing from you. Please provide examples of y...
More details: What specific tasks do you need the Python developer to handle? Web development,Scripting,Data analysis Are there any specific frameworks or libraries that the Python developer should be familiar with? NumPy,Pytorch,NLTK What is the primary goal or objective of the project? Building a web application And also software
I am looking for a freelancer who can assist me with a natural language processing task using deep learning techniques. Skills and Experience: - Strong background in deep learning and natural language processing - Experience with frameworks such as TensorFlow or PyTorch - Proficiency in programming languages such as Python - Familiarity with pre-trained models for natural language processing tasks Dataset: - No dataset is needed for this project as I already have a specific dataset to work with. Timeline: - The project needs to be completed as soon as possible. Project Overview: We are seeking a talented and experienced Deep Learning Engineer to develop a cutting-edge ear biometrics authentication system utilizing webcam imagery. This innovative project will push the boundaries...
...will you utilize (e.g., GPT-3, BART, T5)? 2. Briefly explain the reasoning behind your model choices: • Why did you select these particular models for each task? • What are their strengths and weaknesses in the context of adaptive math education? 3. Mention any specific libraries or frameworks you'll employ: • Will you use existing libraries for these models (e.g., spaCy for NLP, TensorFlow or PyTorch for RL), or will you develop custom implementations? Deliverables: • Fully functional AI-powered Adaptive Math Question Generator library with comprehensive documentation. Excepted input and output Input: • Student answers: • Time taken per question. • Additional student data (optional): Past performance, learning history, demographics, etc...
MedSAM Project (Medical Segment Anything Model) Specific Medical Segment: Oral Cancer Specific Requirements: - Develop a model for pre...documentation and explanations of the model's methodology and results - Suggestion to use LLM or apply Explainable AI to describe the prediction results Desired Outcome: Model Creation Ideal Skills and Experience: - In-depth knowledge of oral cancer and its risk factors - Strong background in data analysis and predictive modeling - Proficiency in programming languages such as Python and PyTorch - Experience in working with medical data and variables - Ability to communicate complex concepts effectively GitHub to use : Data: will be shared if we agreed on the project. Time to finish this project: 5-7 days
I am looking for a Python developer with experience in developing machine learning algorithms. The ideal candidate should have knowledge of the following: - Machine Learning Algorithms - Python programming language Additionally, if the developer has experience with any specific machine learning libraries such as Scikit-learn, TensorFlow, or PyTorch, it would be a plus. The main focus of the project will be on developing machine learning algorithms using Python.
We are on the lookout for a proficient Python developer to contribute to a unique project involving data processing and automation. The ideal candidate will have a solid foundation in Python and an understanding of machine learning, although the latter is not a strict requirement. Responsibilities: Enha...software engineering principles. Experience in writing efficient, maintainable, and well-documented code. Problem-solving mindset and the ability to work independently. Preferred Skills: Note: Machine Learning Knowledge is Optional i Have not implemented but after analysing the project that could be improved with ML. Basic knowledge of machine learning principles and frameworks (e.g., TensorFlow, PyTorch). Experience in natural language processing (NLP) is advantageous but not...
I am seeking a skilled engineer to assist with an AI analysis prompt focused on image classification. The project involves analyzing i...outcome from the AI image analysis is to identify specific objects within the images. This coding would be in a smart phone app &/ or website Ideal Skills and Experience: - Strong background in AI and machine learning - Experience with image classification algorithms and techniques - Proficiency in programming languages such as Python - Familiarity with deep learning frameworks like TensorFlow or PyTorch - Ability to preprocess and clean image data - Knowledge of computer vision concepts and techniques If you have a passion for AI and image analysis, and possess the necessary skills and experience, I look forward to collaborating with you on...
Project Title: Generative Adversarial Network for Image Data Augmentation using PyTorch Requirements: - The client is looking to augment image data. - The client has specific requirements for the augmentation and is open to suggestions. - The specific requirement is to increase data variation and quality. Ideal Skills and Experience: - Strong knowledge and experience in generative adversarial networks (GANs). - Expertise in image data augmentation techniques. - Proficiency in programming languages such as Python and frameworks like TensorFlow or PyTorch. - Familiarity with deep learning architectures and algorithms. - Ability to analyze and understand the client's dataset to generate diverse and realistic augmented images. - Strong communication skills to collaborate w...
I'm seeking a proficient freelancer with an expertise in Python and Deep Learning to accomplish an image recognition project. The task should be implemented using Python code in idle. While no specific deep learning library is preferred, a solid understanding of TensorFlow, Keras and PyTorch will be advantageous to navigate through this project effectively. Experience in image recognition tasks is mandatory for this project. You’ll primarily focus on: - Building and training a custom deep learning model (transformer, lstm, and gru) for image recognition and NLP. - Testing the model's accuracy and adjusting parameters for optimization. - Delivering clean and reusable Python code for the project. - I have all hyperparameters and datasets to be used.
...performing various tasks, such as sentiment analysis, language translation, and text summarization Skills and Experience: - Strong background in natural language processing and machine learning algorithms - Proficiency in programming languages such as Python or Java - Experience with popular NLP libraries like NLTK, Spacy, or CoreNLP - Familiarity with deep learning frameworks like TensorFlow or PyTorch - Ability to preprocess and clean large datasets for training and testing purposes Dataset: - The availability of a specific dataset is yet to be determined - The freelancer may need to source or recommend an appropriate dataset for the project Accuracy and Performance: - The desired level of accuracy for the AI project is high - The system should deliver accurat...
...planning to create an app that can convert any photo into a biometric passport photo. I have already found an app for the required photo background cleaning process. I need a specialist to take over and manage the remaining operations. - Applicable systems: The project should be developed using Flask as a web service. - Freelancer qualifications: Applicants must have previous experience with Flask, Pytorch, and Python. - Freelancer requirements: Applicants should include their experience in their application. The ideal freelancer would be someone with extensive experience in developing these types of applications, capable of delivering a quality, working project on time and to my specific requirements. If you have this experience and the necessary technical skills, I'd be...
...to create a robust API. Frontend: Utilization of modern frameworks such as React, Angular, or Vue.js to create a responsive and interactive user interface. Database: Use of relational databases (such as PostgreSQL or MySQL) or NoSQL databases (such as MongoDB) depending on data storage requirements. Artificial Intelligence: Implementation of AI libraries and frameworks, such as TensorFlow or PyTorch, to develop and train machine learning models. Organization and Development: Agile Methodology: Adoption of an agile methodology, such as Scrum, to allow frequent iterations and adjustments as needed. Iterative Development: Development in short sprints, enabling constant user feedback and adjustments during the process. Security: Incorporation of security practices from the outs...
...data from weight sensors, cameras, and LiDAR in real-time, providing a comprehensive and constantly updated understanding of the store environment. BLE beacons, also integrated into the system through AI, will assist in accurate customer tracking and indoor navigation. Step 3: Monitoring Customer Interaction with Products Advanced AI Object Detection and Tracking: Using OpenCV, TensorFlow, and PyTorch, our AI models will meticulously track customer interactions with products, supported by ReID and DeepSORT algorithms for enhanced multi-object tracking capabilities. Facial Recognition and Hand Tracking for Personalized Interaction: State-of-the-art facial recognition and hand tracking technologies will be employed, all powered by AI, to seamlessly link customers with their inter...
...imbalance and data augmentation. Skills and experience required: - Strong understanding and experience with GAN models, specifically DCGAN, WGAN, or CGAN - Experience working with medical imaging datasets, particularly chest X-rays - Proficiency in data preprocessing techniques to handle class imbalance and generate synthetic data - Familiarity with machine learning frameworks such as TensorFlow or PyTorch - Knowledge of evaluation metrics for GAN models in the medical domain The project will involve using an existing dataset for training the GAN model, which I already have available. The main goal of this project is to develop a GAN model that can generate realistic and diverse chest X-ray images, while also addressing the class imbalance issue and incorporating data augmentat...
...techniques. Skills and Experience: - Proficiency in Python programming language - Strong background in machine learning and/or deep learning - Experience with human pose estimation algorithms and techniques - Knowledge of computer vision techniques is a plus - Ability to implement and fine-tune existing pose estimation models - Familiarity with popular deep learning frameworks such as TensorFlow or PyTorch Tasks and Responsibilities: - Develop and implement a 2D pose estimation algorithm using machine learning or deep learning techniques - Train and fine-tune the model using a large dataset of annotated human poses - Evaluate the performance of the model and make necessary improvements for occlusions - Collaborate with the team to integrate the pose estimation algorithm into ex...
I am looking for a deep learning expert to help me with a pixel prediction project. I would like to use a vision transformer model for this task. Dataset: - I have a specific dataset in mind that I would like to use for this project. Specific Characteristics/Features: - I want the...mind that I would like to use for this project. Specific Characteristics/Features: - I want the model to predict the color, shape, and texture of pixels. Skills and Experience: - Experience with deep learning and vision transformer models - Strong understanding of computer vision and image processing - Proficiency in programming languages such as Python and frameworks such as TensorFlow or PyTorch If you have the skills and experience required for this project, please reach out to discuss furthe...
We are seeking a highly skilled and experienced Language Model Chains and Machine Learning Developer to join our dynamic team. In this role, you will be responsible for developing and implementing advanced language model chains, like ChatGPT, and machine learning algorithms to solve complex problems and enh...the latest advancements in language models, machine learning, and AI. Collaborate with data scientists and engineers to develop scalable and efficient model training and deployment processes. Troubleshoot and resolve complex technical issues related to language models and machine learning. Participate in code reviews and ensure adherence to best practices. Experience with Python, TensorFlow, PyTorch, or similar technologies. Ability to work with large datasets and build scalab...
...Model Selection and Architecture Design Choose Machine Learning Algorithm: Based on the data format and desired outcome, select a suitable algorithm. Consider RNNs, LSTMs, or CNNs for their ability to handle sequential or structured data. Define Model Architecture: Design the neural network architecture with layers, activation functions, and connections. You can use libraries like TensorFlow or PyTorch to build the model. Hyperparameter Tuning: Experiment with different hyperparameters (learning rates, epochs, hidden layer sizes) to optimize the model's performance. Step 3: Implementation and Training Develop Training Script: Write the code to train the model on your collected data. The script should include data loading, model definition, loss function definition, optimiz...
I am looking for a skilled freelancer to help me with an image classification project. The purpose of the image classification is object recognition, specifically focusing on vehicles. Requirements: - Expertise in image classification algorithms and techniques - Strong knowledge of deep learning frameworks such as TensorFlow or PyTorch - Experience in training models to achieve high accuracy rates, ideally exceeding 95% - Familiarity with computer vision and image processing techniques - Ability to work with large datasets and implement efficient data preprocessing methods If you have the necessary skills and experience, please submit your proposal detailing your approach to achieving accurate vehicle classification in images.
...project. The ideal candidate should have experience in building Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and Deep Neural Networks (DNN). Intended Application: Tabular Data Skills and Experience: - Strong knowledge and experience in deep learning models such as CNN, RNN, and DNN - Proficiency in programming languages such as Python and frameworks like TensorFlow or PyTorch - Experience in working with tabular data and applying deep learning techniques for analysis - Ability to handle small datasets (less than 1000 samples) and optimize the model accordingly - Understanding of data preprocessing and feature engineering techniques for tabular data analysis - Familiarity with evaluation metrics and model performance optimization techniques If you have ...
...user-friendly, intuitive, and accessible to users with varying levels of technical expertise. Integrations: The system should integrate seamlessly with existing enterprise applications and services. 5. Technology Stack Programming languages: Python, Java, JavaScript Frameworks: Django, Spring Boot, React Databases: SQL Server SharePoint MySQL, PostgreSQL, Elasticsearch AI libraries: TensorFlow, PyTorch, scikit-learn Search Engine: Bing Search APIs 6. Deployment and Maintenance Cloud-based deployment for scalability and accessibility. Continuous integration and continuous delivery (CI/CD) pipeline for automated updates. Comprehensive monitoring and logging for system health and performance. Regular maintenance and security updates to ensure system stability. 7. Success Metrics ...
