Keras cnn example jobs

I'm looking for an expert in time series predictions using LSTM (Long Short-Term Memory) to forecast future values based on multivariate data...level, precipitation datasets. I will provide all data. The data has also gaps within. This project primarily focuses on predicting future subsidence trends using historical data. Key aspects of the project: - Utilize LSTM for forecasting future values from the subsidence data - Experience with multivariate datasets is a must - matlab or Proficiency in Python and relevant libraries (TensorFlow, Keras, etc.) is crucial - Prior experience with time series predictions using LSTM will be highly regarded - Ability to interpret and visualize data insights Please include examples of previous relevant projects in your proposal. Looking forwar...

I am looking for an expert in deep learning to create a custom AI model for my needs. The specific goals of the model, the dataset for training, and the preferred deep learning framework are all open to discussion and will be determined collaboratively. Ideal Skills And Experience: - Proficiency in deep learning - Experience with AI model development - Familiari...deep learning to create a custom AI model for my needs. The specific goals of the model, the dataset for training, and the preferred deep learning framework are all open to discussion and will be determined collaboratively. Ideal Skills And Experience: - Proficiency in deep learning - Experience with AI model development - Familiarity with various datasets - Expertise in TensorFlow, PyTorch, and Keras - Strong collaborat...

More details: What is the primary purpose of your website? E-commerce What features are essential for your e-commerce website? Product catalog, Shopping cart, User reviews, news subscription with catagory Which design style do you prefer for your website? Classic and traditional

Could anyone help me with a project involving the segmentation of the small bowel and a specific portion of it from a series of CT and MRI images? The goal is to create a labeled dataset that can be used for training a Convolutional Neural Network (CNN) for automated segmentation tasks. Additionally, I need assistance with data augmentation or the use of generative techniques (such as GANs or other methods) to increase the dataset size and ensure enough diversity for effective CNN training. If you have experience in medical imaging or know someone who can assist, please get in touch!

Need someone who has worked with financial data with these machine learning models. TFT, N-BEATS, DeepAR, CNN+LSTM, PPO RL Agent XGboost MTGNN This will be a small task at first. If your work is high quality, this could lead to larger projects. This project current is to fix issue of compatibility.

I'm seeking an expert in object detection and machine learning to enhance an optimized YOLO (...optimized YOLO (You Only Look Once) model. The purpose of this project is to detect small objects, specifically, diseases on fruit trees via camera observations. Ideal candidates should have: - Deep understanding and experience with YOLO and other object detection models. - Experience in agricultural technology or plant disease detection. - Proficiency in Python and related ML libraries (TensorFlow, Keras, etc.) - Capability to optimize models for specific detection tasks. Please note, the specific types of diseases we will be focusing on have not been determined yet, therefore the model should be flexible and adaptable to detect a range of possible 'small objects' that...

I'm looking for an expert in AI & Software Development with a strong background in Deep Learning, specifically in image recognition, to help develop a system that can recognize faces and facial features. Key Responsibilities: - Design and impl...Learning, specifically in image recognition, to help develop a system that can recognize faces and facial features. Key Responsibilities: - Design and implement a deep learning model for facial recognition - Optimize the model for accuracy and efficiency - Collaborate with me to understand project needs and updates Ideal Skills: - Proficiency in Python and deep learning libraries (TensorFlow, Keras, PyTorch) - Experience in image recognition projects, specifically facial recognition - Strong problem-solving skills - Excellent c...

I'm looking for an expert in machine learning. Must know, TFT, N-BEATS, DeepAR, CNN+LSTM, and PPO RL Agent, XGBoost is used as a meta-learner to combine the predictions from multiple base models. RL allows the agent (PPO) to learn from interactions with the environment, Ideal Skills & Experience: - Strong background in machine learning, - Proficient in data analysis and statistical modeling - Experience with stock market data - Excellent programming skills (Python within Colab

I am looking to create a price prediction tool for paintings, with a focus on several key factors. The tool needs to assess the value based on the artist's reputation and the image of the painting itself using a Convolutional Neural Network (CNN). Key requirements: - Expertise in AI and machine learning, particularly with CNNs. - Experience with art valuation and understanding of the art market. - Ability to create a user-friendly tool for a school project. - Insight into incorporating these factors into a predictive algorithm. The ultimate goal of this project is to create a marketplace tool that can help predict art prices using AI. The tool will be used for a school project, so it needs to be well-presented, functional, and easy to understand.

I'm seeking an expe...deploying a standard Convolutional Neural Network (CNN) to detect people in real-time. Key Responsibilities: - Program the PYNQ-Z2 board to act as a DNN accelerator. - Implement a standard CNN for object detection. Ideal Skills: - Proficiency in FPGA programming. - Experience with PYNQ-Z2 board. - Deep knowledge of Convolutional Neural Networks. - Expertise in image processing and object detection. - Familiarity with real-time image processing. The CNN will be used exclusively for detecting people in a real-time camera feed. Please provide your portfolio if you have experience with similar projects. The FPGA is physically located with us, and the task will require remote programming and deployment. Later on some optimizations to the CN...

We are looking for a talented freelancer to create a video based on our script and a reference video. The video should be in a 3:2 landscape format and match the style of the attached example video. Key Requirements: The video must follow the style of the reference video. The CSS effect mix-blend-mode: difference should be used to mimic the visual effects from the website. Animations must be smooth and professionally executed. The final project must be delivered as an open Adobe Premiere file to allow for potential edits later. What We Offer: We are excited to work closely with a freelancer who is skilled in these techniques and can deliver high-quality work. This is a great opportunity for someone to showcase their creativity and technical abilities in a unique project. Importan...

...professional who can help detect overhead water tanks from high-resolution satellite imagery using deep learning techniques through ArcGIS Pro. Key Responsibilities: - Utilize deep learning models (preferably CNN, RNN, or a custom model) to detect water tanks in satellite imagery. - Process and analyze high-resolution satellite data. - Provide insights and recommendations based on findings. Ideal Skills and Experience: - Extensive knowledge and experience in deep learning and satellite imagery analysis. - Proficiency in using ArcGIS Pro. - Familiarity with Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). - Ability to work with high-resolution satellite data. Please note, the expected output format after detecting the water tanks hasn't be...

Hi - I am need of someone who knows how to import whole slide images of cancer tumor biopsies into a CNN (convolutional neural network), then to do some image analyses of cluster/hot spots, also train/test, and provide tutorials Skills: Medical, python, pytorch, keras to do: Prep data, design model (using CNN), train model, eval the model, fine tune model

...should only display specific restaurant chains that I will provide. - Users should be able to select multiple restaurants at once using checkboxes, as well as dragging to select an area on the map. - For each restaurant displayed, the map should show the name, address, rating, and menu. - Users should be able to check availability of the selected restaurants on a specific date and time through for example an API connection with Zenchef. - Users should be able to book a table through the website Ideal Skills and Experience: - Proficiency in web development and experience with integrating Google Maps or similar mapping services. - Prior work with interactive web features is a plus. - Ability to work with provided data on specific restaurant. Please include examples of similar pro...

I need a lion icon created based on a provided example. Key Requirements: - The lion icon should incorporate the same similar color scheme (black/white), pose or stance, and facial expression from the provided example. - The final deliverables should be in PNG format, as well as the source files. Creative license ownership and rights ownership included. Ideal Skills: - Graphic design - Icon design - Proficiency in design software like Adobe Illustrator or Photoshop.

I'm seeking a proficient data scientist with deep learning expertise to develop a trading algorithm f...expertise to develop a trading algorithm for day trading in the stock market. I have an indicator in pine script that i would like to implement for the strategy Key Requirements: - Design a deep learning-based day trading algorithm - Incorporate a price prediction component - Focus primarily on maximizing profits Key Skills: - Proficiency in Python and deep learning libraries (e.g., TensorFlow, Keras) - Experience in algorithmic trading - Strong background in data analysis and financial markets Please note, the primary goal of the algorithm is profit maximization, but risk management will also be a vital aspect of the design process. this will need to be back tested befo...

...should run at 400kHz fast I2C bus. 5.)The priority of real-time processing should be close to real time. 6.)For each of the 16 inputs/outputs the possibility to be assigned in the Maschines/xxxxxx.h must be given as usual in GRBL. For example ( something like this ): #define X_LIMIT_PIN PCF8575_ADR_0x20_NUM_13 #define SPINDLE_OUTPUT_PIN PCF8575_ADR_0x20_NUM_3 (if necessary with details of whether input or output) 7.)Summary of where, what and why was changed or added. 8.)Explanation of the correct definition / assignment of the inputs and outputs Example how i used Input / output with platformio Framework Arduino: : lib_deps = xreef/PCF8575 library @ ^2.0.0 #include <Arduino.h> #include <PCF8575.h> // Set i2c address PCF8575 pcf8575(0x20); //PCF_1 PCF857...

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I'm looking for a skilled 3D designer to create an interior design for a 12x4.5m therapy room in a modern style. This will be a relaxing room in a clinic setting. ( As per the video ) Key requirements: - The room should be designed primarily for therapy sessions ( two division one for 3 beds and restting area ) - Incorporation of comfortable seating - Integration of natural elements such as plants and water features - Use of ambient lighting to create a calm atmosphere Ideal skills and experience: - Proficiency in 3D design software - Previous experience in designing therapeutic spaces - Understanding of modern interior design principles - Ability to create designs that incorporate natural elements and ambient lighting.

"I am actively seeking a designer who possesses a profound understanding of branding. Proficiency in Maya, Adobe Suite, 3D Studio Max, and general image editing skills are prerequisites for this role. The brand in question is already well-established; however, it requires a sophisticated refinement while maintaining its appeal. Specifically, this project involves the design of a spirit label. If you lack the aforementioned skills, I kindly request that you refrain from applying or if you are trying to give the work to someone else. When I'm available online, I can provide further clarification. Please understand and NDA will be required to sign.

... Innovation: Contribute innovative ideas and solutions to improve the platform and keep it at the forefront of technology. Required Skills & Qualifications: Proven Experience: 5+ years of experience in AI/ML development and full-stack engineering. Technical Expertise: Proficiency in Python, Django, and React, with a strong understanding of AI frameworks such as TensorFlow, PyTorch, and Keras. AR/VR and CAD Experience: Hands-on experience with augmented reality development and CAD tools for creating interactive user experiences. Database Management: Experience with relational and NoSQL databases like PostgreSQL and MongoDB. API Development: Strong skills in developing and integrating RESTful APIs. Problem-Solving: Excellent analytical skills and the ability t...

I'm working on a novel 2D CNN model aimed at classifying Alzheimer's Disease. While the training accuracy is impressive, I'm encountering significant issues with testing accuracy, pointing towards overfitting. I need the expertise of a seasoned machine learning professional to help enhance the model and improve testing accuracy to make my proposed model comparable/better to current models, offering some sense of novelty to the scientific community. Key Requirements: - In-depth understanding of CNN models and overfitting - Proven track record in machine learning - Experience with medical imaging data - Strong problem-solving skills Your role will be to assess the model, identify key areas for improvement, and implement solutions.

... Objective: Implement one of the papers chosen in Part A using Python TensorFlow Keras or Pytorch Libraries. Instructions: Implement the Paper: Utilize the methodologies or algorithms detailed in your chosen paper. Ensure that the URL for the dataset (public dataset) is mentioned clearly. Code Submission: Upload the Python .ipynb file. Download the .ipynb file as a PDF, ensuring all outputs are clearly displayed. ZIP files are not accepted. Assignment Template: Use the provided file or Google Colab for your work. File Naming Convention: DNN_assignment_2a_group##. Libraries: Use TensorFlow/Keras/Pytorch Plagiarism & Late Submissions: Any plagiarism will result in zero marks. Late

...should run at 400kHz fast I2C bus. 5.)The priority of real-time processing should be close to real time. 6.)For each of the 16 inputs/outputs the possibility to be assigned in the Maschines/xxxxxx.h must be given as usual in GRBL. For example ( something like this ): #define X_LIMIT_PIN PCF8575_ADR_0x20_NUM_13 #define SPINDLE_OUTPUT_PIN PCF8575_ADR_0x20_NUM_3 (if necessary with details of whether input or output) 7.)Summary of where, what and why was changed or added. 8.)Explanation of the correct definition / assignment of the inputs and outputs Example how i used Input / output with platformio Framework Arduino: : lib_deps = xreef/PCF8575 library @ ^2.0.0 #include <Arduino.h> #include <PCF8575.h> // Set i2c address PCF8575 pcf8575(0x20); //PCF_1 PCF857...

I'm seeking a talented developer to create a web application from scratch. The application will require the ability to process data in real time. Key Responsibilities: - Design and develop a new web application with real...talented developer to create a web application from scratch. The application will require the ability to process data in real time. Key Responsibilities: - Design and develop a new web application with real-time data processing capabilities. - Collaborate with me to understand the requirements and implement necessary features. Ideal Skills: - Proficient in Python and Linux. - Strong experience with CNN, RNN, LSTM. - Familiarity with TensorFlow and Pytorch. - Knowledge of Yolo and GitHub. Please provide examples of similar web applications you have develop...

Build me a business where people can choose and book an appointment with a doctor or a pet groomer or a spa massage we need the business to be able to make an account and the clients to book appointments. Business account by location Guest account by location 20 categories of business Apointment reminders through automated mail Live appointment accurate times depending on the physiology of the task exc :hair dressing 30min hair Diye 2 hours etc. Guest Application for bookings. Reviews Advertisement of business that want to advertise and show higher

I'm in need of a deep learning specialist with expertise in Convolutional Neural Networks (CNN). My project encompasses multiple goals such as image classification, object detection, and image segmentation. Key Responsibilities: - Model Development: Create a robust CNN model tailored to meet these diverse objectives. - Model Tuning: Optimize the model for peak performance across all tasks. Ideal Skills: - Extensive experience with CNNs. - Proficiency in model development and tuning. - Strong understanding of various tasks within deep learning. I look forward to your proposals!

I'm looking for a freelancer to create 2 Google Slides for a sales pitch presentation. The slides should be based on an example that I will provide. - Purpose: The slides are intended for a business presentation aimed at potential clients. - Deliverables: Only 2 slides based on the example. - Ideal Skills: Proficiency in Google Slides, understanding of sales presentation structure and design, attention to detail, ability to follow provided examples closely.

I'm in need of a deep learning expert with a strong proficiency in Keras. The project is small and will primarily involve working with Keras to implement deep learning algorithms. Ideal Skills: - Extensive experience with Keras - Proficient in deep learning methodologies - Problem-solving skills for algorithm implementation Please note that the specifics of the task and the type of data involved will be discussed further. Your expertise and flexibility will be key in successfully completing this project. i need to done this project ASAP. Note type "DEEP" in the start of your proposal . low budget will be preferred.

I am seeking a seasoned deep learning professional with a particular focus on predictive analytics. Your primary task will be working with structured data, particularly databases, to develop a classification-based predictive model. Ideal Skills and Experience: - Proven expertise in deep learning, specifically in predictive analytics -...Your primary task will be working with structured data, particularly databases, to develop a classification-based predictive model. Ideal Skills and Experience: - Proven expertise in deep learning, specifically in predictive analytics - Strong background in working with structured data - Proficient in developing classification-based models - Experience with deep learning frameworks (TensorFlow, Keras, etc.) - Excellent data analysis and interpretat...

I need a detailed model architecture visualisation. I have CNN model architecture. It is quite complex. There are skip connections, 3 blocks, dilations, and 2 channels, as well as 3 kinds of activation functions (3rd is a combination of the first two). The project must be completed within 48 hours. Ideal skills for this project include: - Proficiency with network visualization tools - Experience with computer network design - Ability to create clear and detailed diagrams Please, ensure you can meet the deadline before bidding. The project is urgent, it doesn't take a lot of time if someone has experience with CNN models and their visual representations, thus I am looking for someone who will do it meeting the deadline.

...Technical Qualifications: Experience: Minimum of 2 years of professional experience in computer vision with a proven track record of delivering complex image processing and machine learning projects. Programming Skills: Proficient in Python, and MATLAB. Hands-on experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. Algorithm Expertise: Strong understanding of computer vision algorithms, including CNNs, object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. AI/ML Knowledge: Comprehensive understanding of machine learning principles, including experience with supervised, unsupervised, and reinforcement learning. Data Handling: Experience working with large datasets, including image and video data. Famili...

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...(e.g., press releases, new articles, speeches, and comments) from 255 hospitals from both conventional media and official hospital website during 2016-2022. The conventional media consisted of newspapers and business magazines which can use Google News to search 10 preeminent sources in the USA including ABC News, New York Times, Reuters, USA Today, Fox News, Wall Street Journal, Washington Post, CNN, Economist, and Forbes. Requirements: - Extract data from the specified news sources - Collect information such as publication date, author name, executive name, news title, and the contents itself - Organize the data by the hospital mentioned The final deliverable should be in CSV or excel format. Ideal candidates for this project should possess strong data scraping and extractio...

I'm looking for a logo similar to the attached, but not too similar that it looks like a copy. The ideal colors are attached. Feel free to add an additional blue or green if necessary. Key Aspects: - Design Style: The logo should be simple and refined. - Elements: The logo should consist of both text and an icon of a house. The text should be "HECM" - Color Scheme: The logo will primarily use two colors: a specific shade of blue (#23649e) and a particular shade of green (#55bc04). These colors should be used in a way that maintains the minimalistic aesthetic. The ideal candidate for this project should have: - Strong graphic design skills, with a portfolio showcasing minimalistic designs. - Experience in logo design, particularly in creating logos that combine text and i...

This project involves developing a deep learning model that utilizes Convolutional Neural Networks (CNN) and the YOLO (You Only Look Once) framework to detect and identify books by their spines. The model will be integrated into a mobile application offering the following features: Real-Time Scanning: The smartphone camera will scan library shelves in real-time to detect books. Book Identification: The model will identify the titles of books and detect misplaced or missing items. Automatic Inventory Reports: The application will automatically generate inventory reports, simplifying library management. This innovative solution will streamline library management, enhance inventory efficiency, and ensure optimal organization of books on the shelves.

I'm looking for a Python expert to create a script that trains on image-based CAPTCHAs using OCR CNN or whatever. The focus will be on 4 to 5 digit and character combinations containing 0123456789abcdefghijklmnopqrstuvwxyz. The characters are presented in photos. Key Requirements: - Expertise in Python scripting - Experience with machine learning, particularly in image recognition and classification - Familiarity with CAPTCHA systems - Ability to ensure the script achieves 100% accuracy The ideal candidate will be able to deliver a highly efficient script that can be used to train on and successfully solve these types of CAPTCHAs.

I need a project focusing on Natural Language Processing (NLP) and Deep Learning (DL) for next word prediction. The project should be implemented in Python, without using Keras, and built from scratch. Key Requirements: - Focus on next word prediction using a large dataset (millions of sentences). - Use of Python for implementation. - No use of Keras or other high-level libraries, everything built from scratch. - Deep understanding of both NLP and DL. Ideal Skills: - Proficiency in Python. - Extensive experience with NLP and DL. - Ability to build complex models from scratch. - Experience working with large datasets.

...years of professional experience in computer vision, with a proven track record of working on complex image processing and ML projects. 2. Programming Skills: Proficient in programming languages such as Python, C++, and MATLAB. Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras. 3. Algorithm Expertise: Strong understanding of computer vision algorithms and techniques, including but not limited to convolutional neural networks (CNNs), object detection (e.g., YOLO, Faster R-CNN), image segmentation (e.g., U-Net), and feature extraction. 4. AI/ML Knowledge: In-depth knowledge of machine learning principles and experience with supervised, unsupervised, and reinforcement learning. 5. Data Handling: Experience in handling and processing large datasets, i...

I need an expert to perform transfer learning on the VGG16 network for classifying plants. The VGG16 network was originally trained on 1000 categories of ImageNet, and we want to repurpose it for a plant classification task. The dataset will be provided(in Kaggle). The ideal freelancer for this project should: - Have an experienc...originally trained on 1000 categories of ImageNet, and we want to repurpose it for a plant classification task. The dataset will be provided(in Kaggle). The ideal freelancer for this project should: - Have an experience with transfer learning and CNNs, specifically the VGG16 network. - Be proficient in Python and have a strong understanding of machine learning libraries like TensorFlow, PyTorch, and Keras. - Be able to fine-tune the model for optimal pe...

...involve using computer vision techniques to identify apples in images or video streams and output the total count. The budget for this project is $35. Requirements: Develop a detection system to identify apples in images or video streams from a garden. The system should be able to count the number of apples detected. Use a suitable machine learning or computer vision model (e.g., YOLO, Faster R-CNN) for detection and counting. The output should include the total number of apples detected in the input image or video stream. The system should be efficient and capable of real-time detection and counting. Provide a clear, well-documented codebase. Deliverables: Source code for the apple detection and counting system. Documentation explaining how to set up, run, and test the system...

I'm looking for a skilled designer to create a versatile SVG logo in white, blue, and light blue. The logo should be adaptable for different backgrounds - specifically a white background and a dark blue one. It must also be suitable for embroidery, as it ...should be distinctive yet simple enough to be easily recognized. - The design style should be 'modern and sleek', aligning with contemporary design trends. - The logo should be visually appealing and maintain its integrity when scaled up or down. - Experience with creating logos for embroidery is a plus. Please write something in your proposal to prove you have look at the example attached screenshots. I have included an example logo for reference. It is crucial that the final design looks good on both a w...

I want to publish news on a news site like CNN or BBC or better yet Wikipedia I want to publish news on a news site If you are a journalist on a news site apply for the offer and if you do not have knowledge then please do not apply and submit in your offer what site you have a connection to I want the news to verify the Snapchat account

I'm looking for a skilled professional who can help me understand how to use Grad-Cam with a Keras vision transformer for feature visualization in image classification tasks. Ideal Skills: - Proficient in Keras and its vision transformer - Experienced with Grad-Cam - Familiar with image classification tasks I need someone who can guide me through this process, explaining each step clearly. Your expertise will help me visualize features and improve my understanding of the model's behavior.

a 15-second 2D animated video featuring our mascot SUNRAT with SUNDOG, who is jamming to music, narrowly escaping an explosion, and escaping by blasting off to the sun with the face of "Justin Sun". The animation style should be chaotic and fun - Dramatic or hype music - Comical tone Ideal skills for thi...SUNRAT with SUNDOG, who is jamming to music, narrowly escaping an explosion, and escaping by blasting off to the sun with the face of "Justin Sun". The animation style should be chaotic and fun - Dramatic or hype music - Comical tone Ideal skills for this job include: - Basic 2D animation, particularly in creating a comedic or dramatic sequence. - Meme hype Our community Example Video Can provide some assets and text

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...Developer for Product Image Analysis Application We are seeking an experienced AI developer to create a sophisticated application capable of analyzing product images with the following functionalities:Required Skills: Computer Vision Experience with OpenCV for image and video processing. Familiarity with object detection models like YOLO, SSD, or Faster R-CNN. Machine Learning and AI Proficiency in frameworks like TensorFlow, PyTorch, or Keras. Experience in training and validating models for detecting specific behaviors. Software Development Strong programming skills in Python. Knowledge of algorithms and data structures. Hardware Integration Experience with camera APIs to connect and capture video feeds. Ability to work with real-time video streams. Web and User In...

...developer to build a content management system to be incorporated to my website Preferred bilingual (english/french), but I can help with translations. This project integrates hyperspectral remote sensing data from sources like EnMAP, PRISMA, and DESIS followed by processing geospatial climate variables to support model calibration. AI models such as ANN, RF, SVM, CNN, and DNN which would run in the backend are employed to predict a variable. The outcomes of the models and resulting hyperspectral data are to be visualized through interactive dashboards, accessible via web and/or mobile users, enabling real-time assessment. The assessment of the results is provided to authorized users through username and password integration. Integration: I'm unsure if it

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Hi. I'm using this example to try to get Apple Pay working via a Business Paypal Account and I can't get it working I watched the video and I think a lot of js functions are missing that basically make the order and stuff and then somehow "get" the payment from Apple Pay and confirms it. I just want to accept Apple Pay as a payment option using my Paypal Account and be able to insert a record into a transactions table and maybe send a success email. I know how to insert the record and send the email - I just need a function or hook in the code to do it ONCE I get some code even working for Apple Pay. I cannot give access to the Paypal Business Account. And, I'm not really interested in sandbox, but if you need to do that for yourself then fine