Imagingtrabajos

...experience overseeing software projects, your main responsibilities will be to manage developer resources, provide development workflows (bug tracker, feature backlog, etc...) and provide accountability towards shareholders. However, I hope you can provide a unique perspective in ways that I can not yet think of, so innovation is appreciated. I am a software consultant currently working at a small imaging diagnostic clinic along several software development providers. My objective is to provide doctors and patients with digital access to images, in order to improve this critical user experience and reduce medical paper costs. Over the course of 6 months I have managed to produce a couple of prototypes that started to have a real impact on the workflow of medical staff, recently...

Hola Sergio. Soy de Documnet Imaging. Hace unpar de años me hiciste unos diseños para un folleto en PDF. Necesito uno muy parecido. Me puedes ayudar?

Looking for Radio Imaging production, to do some station IDs and sweepers, Promos, and radio commercials, some deejay drops (Spanish and English ) this project is for long term work relationship as we will need more work as we go.

I have a set of densely packed live cell images in .vsi format that require analysis. The images contain microglia cells and I am currently having difficulty using Image J to segregate the cells. I need a professional who can: - Implement an automated algorithm for cell segmentation. - Count the red cells within the images. - Identify and count all red cells that contain green. The ...within the images. - Identify and count all red cells that contain green. The final deliverable should include a method for macro and batch processing, as well as a detailed recording of the steps taken for future reference. Ideal skills and experience for this job include proficiency in Image J, experience with automated algorithms for cell segmentation, and a strong background in live cell imaging...

I'm seeking an expert in image analysis and machine learning to develop a system for detecting Diabetic Retin...in image analysis and machine learning to develop a system for detecting Diabetic Retinopathy in retinal images. Key Responsibilities: - Analyze provided retinal images for signs of Diabetic Retinopathy. - Develop a model for automated detection. Ideal Skills and Experience: - Proficient in image processing and analysis. - Experience with machine learning and AI. - Knowledgeable in medical imaging and disease detection. Please note, the primary data input will be retinal images. This project does not currently require consideration of patient medical history or tracking treatment effectiveness, but a model that could incorporate these elements in the future would...

...application for a small business focusing on North-Indian/Asian grocery products in the Croydon area (5-10 km radius). The app should provide a seamless experience for users to browse products, add items to their basket, checkout, and track their orders. Key Features: - **Real-time Inventory Updates**: The app needs to sync with a Google Sheets CSV, where store owners manage stock levels. - **Product Imaging**: Product images should be sourced from competitor apps or captured manually. - **Cross-Platform Compatibility**: The app needs to be developed for both iOS and Android using Flutter. - **User Authentication**: Users should be able to sign in using their email and password. - **Payment Integration**: The app should support payments via Stripe. Ideal Skills: - Proficiency ...

...images of our products with a plain backdrop to allow future design customization Requirements: 1. Must bring professional photography equipment, including: a. High-quality camera b. Proper lighting setup c. Green screen or plain backdrop 2. Experience in product photography is required 3. Ability to edit and deliver images in high resolution 4. Knowledge of best practices for product imaging and lighting Deliverables: 1. High-quality, blank product images with proper lighting and minimal reflection 2. Edited images in multiple formats (JPG, PNG, RAW) 3. Photos with a transparent or neutral background for easy future editing Ideal Candidate: - Experienced in commercial and product photography - Owns professional equipment - Able to work efficiently and deliver p...

I need a MATLAB code to process 30 ultrasound images of kidney stones. The code should identify and report the size and position of the stones in each image. Ultimately, the code should be able to handle analysis of up to 1500 images. Skills Needed: - Proficiency in MATLAB - Experience with image processing and analysis - Understanding of medical imaging (specifically ultrasound) - Ability to deliver code that is efficient and scalable - Good communication skills for updates and clarifications Please ensure to bid only if you can deliver promptly.

**Project Title:** AI-Powered X-ray Evaluation System for Preclinical Endodontic Training **Project Description:** This project aims to assist preclinical dental students in accurately determining the correct positioning for X-ray imaging and selecting the appropriate working length for nerve treatment procedures. The proposed solution will involve the development of AI-powered software integrated with a deep convolutional neural network (DCNN) to evaluate and classify working length (WL) positioning in root canal treatment training scenarios. Students will insert a file into an extracted premolar and capture an X-ray image. The AI system will analyze the X-ray and categorize the file’s placement into three classifications: 1. **Over-extended** – The file extends beyon...

...(Mohawk College) Engineering Mathematics 2: Math 10021 (Mohawk College) Engineering Mathematics 3: Math 10014 (Mohawk College) General math, Engineering Math, Finance Math o Physics tutoring: Introductory Physics: PHYSICS 1A03 1L03 Modern Physics for Life Sciences PHYSICS 1BB3 Introduction to Mechanics PHYSICS 1D03 Introduction to Electromagnetism and Waves PHYSICS 1E03 Life Science Medical Imaging Physics: PHYSICS 1D03 Physics ENG TECH 1PH3 Electricity and Magnetism I 2B03 Electricity and Magnetism II 2BB3 o Professional Exams: CSC (Canadian Securities Course), IFC (Investment Funds in Canada) LLQP (Life License Qualification Program), REIA (Real Estate Investment Analysis), SAT, ACT, GMAT o Test/Exam Preparation, o Homework/Assignments Help & Support, o Projects/R...

...frameworks, or scientific visualization tools. Familiarity with cell detection, segmentation, and tracking methods in microscopy images. Experience with data preprocessing, annotation, and model training on biological datasets. Strong analytical and problem-solving skills. Preferred Qualifications Experience in computational neuroscience and microscopy image analysis. Prior work in biomedical imaging, cell segmentation, or tissue structure analysis. Knowledge of graph-based methods, classical image processing, and deep learning hybrid approaches. Familiarity with Napari plugin development and GUI enhancement techniques. Why Join Us? Work on a cutting-edge neuroscience and AI project with real-world impact. Collaborate with BrainGlobe, open-source contributors, and lead...

Urgent: Macro Photo Culling & Editing for High-Stakes Presentation I am looking for an experienced photo editor skilled in macro photography to assist with culling and editing a set of high-resolution images captured on a...any necessary touch-ups). Turnaround: Extremely short deadline – must be completed promptly. Compensation: Willing to pay a premium for fast turnaround and exclusive rights to all final edits. Software Preference: Photoshop, Lightroom, Capture One, or similar high-end editing tools. Experience Required: Must have experience in macro photography editing, preferably in product, medical, or dental imaging. If you have the skills and availability to take on this time-sensitive project, please reach out immediately with samples of your work and your estimate...

Hi Richard, I need your help for another project: 1- Upload electrical planning report video to its service page (provide by me) 2- Upload electrical operating permit video its service page (provided by me) 3- Create new infrared imaging webpage with link on main page, with pictures and text (provided by me) 4- Add linkedin icon to main page with other social media icons 5- Add superpro icon to main page under existing awards 6- Move CBRB award on main page to under other existing awards

I'm looking for a deep learning expert with a strong focus on image classification and experience working with medical images. Key tasks will involve: - Designing an...working with medical images. Key tasks will involve: - Designing and implementing deep learning models for classifying medical images. - Optimizing the models for accuracy and efficiency. - Collaborating on interpreting the results and refining the approach. Ideal qualifications and expertise: - Proven experience in image classification within the deep learning field. - Familiarity with medical imaging is a significant advantage. - Strong programming skills, particularly in Python and TensorFlow or PyTorch. - Experience with model optimization and performance tuning. - Excellent communication skills for coll...

I'm looking for a graphic designer or photo editor who can create a single composite photo for me. The image needs to be a realistic combination of a man and a ram. I have two photos. One with the ram, the other with a hunter. I'd like them combined together into one so that it looks like the man is sitting behind the ram as if it were one single image. Ideal Sk...to be a realistic combination of a man and a ram. I have two photos. One with the ram, the other with a hunter. I'd like them combined together into one so that it looks like the man is sitting behind the ram as if it were one single image. Ideal Skills: - Proficient in graphic design software (like Adobe Photoshop) - Experience in creating composite photos - Good understanding of realistic imaging - S...

I require a highly accurate image classification and object detection system for MRI scans using the YOLO algorithm with GhostNet as the backbone. The primary objective is detecting tumors within these scans. Ideal Skills & Experience: - Expertise in machine learning, particularly in object detec...highly accurate image classification and object detection system for MRI scans using the YOLO algorithm with GhostNet as the backbone. The primary objective is detecting tumors within these scans. Ideal Skills & Experience: - Expertise in machine learning, particularly in object detection and image classification - Extensive experience with the YOLO algorithm and GhostNet - Background in medical imaging analysis, specifically MRI scans - Proven track record of high accuracy in...

I need a comprehensive review of my scientific paper in the field of artificial intelligence and medical imaging. The paper requires careful scrutiny of multiple elements including grammar, spelling, technical content accuracy, and formatting. Key Tasks: - Correction of grammar and spelling throughout the paper - Ensuring the technical content is accurate and up to date - Proper formatting and citation according to academic standards - Implementing necessary revisions to enhance the paper's chances of publication Sections to Review: - Abstract and Introduction - Methods and Results - Discussion and Conclusion I do not have a specific style guide, so I trust your expertise and judgment to make the necessary corrections. The ideal candidate for this job should have: - Extensiv...

...Quality: Use MEF-SSIM, PSNR, and entropy to evaluate HDR quality.✅ Machine Learning for Enhancement: Train a simple neural network in MATLAB for optimizing HDR tone mapping.✅ Electrical Engineering Application: Simulate sensor-based dual-gain image acquisition and analyze signal processing methods.✅ Business & Case Study Perspective: Discuss real-world applications of HDR in industries like medical imaging, surveillance, and automotive Acquisition & Preprocessing:oLoad grayscale images with different exposures using image registration to align images before Image Construction:oImplement weighted fusion using exposure maps and gradient-based multi-scale processing to enhance fine Mapping for Display:oUse

...records) o Sales Evidence Database (~21MB, ~31,820 records) o Property Tax Database (~305MB) • PostgreSQL Database (Land Registry): ~95GB, 28 tables B. GIS & Spatial Data (to be integrated with LTMS) • Shapefiles (.SHP) & ArcGIS Database (Cadastral data, land valuation maps) • Raster Images (GeoTIFF) for aerial imagery • Geodetic Control Network Data (to align parcel coordinates) C. Document & Imaging Data • Scanned Deeds & Land Records: ~65GB, 182,876 images (PDF/JPEG) • OCR-enabled search functions for digitized land records 2.3. Security & Compliance • End-to-end encryption for sensitive land transaction data. • Role-based access control (RBAC) for system users. • ISO 27001 compliance with cybersecurity best prac...

I'm seeking an expert in image processing to help classify medical retina images with the aim of achieving a 98% accuracy rate. The project primarily involves handling and processing medical images. Key Requirements: - Extensive experience with image processing, particularly in classifying medical images - Familiarity with retina imaging is highly desirable - Ability to develop and implement algorithms to enhance classification accuracy - Proven track record of achieving high accuracy rates in image classification tasks Your expertise will be crucial in ensuring the successful classification of these retina images.

I'm currently working with TensorFlow on a deep learning project focused on medical imaging data, specifically MRI and CT scans. Unfortunately, I've been encountering some algorithm performance issues that I need assistance troubleshooting. Key Requirements: - Extensive experience with TensorFlow and deep learning frameworks - Proven track record in working with medical imaging data - Strong problem-solving skills to address algorithm performance issues - Ability to communicate complex concepts in a clear and understandable manner Your expertise could greatly help me in overcoming these hurdles and moving forward with my project.

...details can be seen in Dark and light areas * the code already have weighting maps channel in the code so the code 4 channels , u can change the weighting maps or add mor channels but the code must have weighting maps out put too The ultimate output should be an HDR image with a good contrast balance, capable of revealing details in both bright and dark areas. I'm currently using the Python Imaging Library (PIL) for image processing. I would like to integrate Exposure Fusion with trans_mef for improved HDR results. Specifically, I am looking for enhancements in: - Edge preservation - Textural details - Brightness contrast The ideal candidate for this project should have: - Extensive experience with Python and PIL - Strong understanding of image processing algorithms...

I'm seeking a seasoned Python professional to train my dataset comprising X-ray images for medical analysis. Ideal Skills: - Proficiency in Python, particularly in machine learning libraries - Experience with image data handling - Prior work in medical imaging analysis - Knowledge of X-ray interpretation is a plus Key Responsibilities: - Training the dataset - Implementing image classification techniques - Delivering a model that can assist in medical imaging analysis Your expertise will directly contribute to an important field in healthcare.

I'm looking for a seasoned Python CNN (Convolutional Neural Network) expert who can train my dataset of X-ray images for medical analysis. Key Requirements: - Extensive experience in Python and CNNs. - Expertise in image data processing and classification tasks. - Prior work with medical imaging is highly desirable. Goal: The successful candidate will help me in developing a model that can assist in analyzing X-ray images for medical purposes. Please provide examples of previous relevant work in your proposal.

I'm seeking a professional for deploying a new Ubuntu Linux OS image. Key Responsibilities: - Utilize OS imaging techniques for efficient deployment - Ensure the new OS image is accurately created and deployed Ideal Skills: - Extensive experience with Linux OS, specifically Ubuntu - Proficient in OS imaging techniques - Previous experience in OS deployment Please provide examples of similar projects you've completed in your proposal.

...external triggers and sensors. Write clear, maintainable, and well-documented Python code. Identify and resolve technical challenges related to camera control and image processing. --- Required Qualifications: 2+ years of experience in Python development with a focus on camera control. Hands-on experience with the Vimba SDK and OpenCV for image processing. Experience with hardware-triggered imaging systems and GPIO configurations. Familiarity with camera interfaces (e.g., GigE Vision, USB3 Vision). Strong understanding of image processing techniques and algorithms. Excellent troubleshooting and debugging skills. Ability to work independently and collaboratively in a fast-paced environment. --- Preferred Qualifications: Experience with real-time data acquisition ...

I'm looking for a ground-based camera system that can scan the sky for aerial surveillance purposes. Key Requirements: - The camera system should be capable of high-resolution imaging. This will enable detailed observations and enhance the effectiveness of surveillance. - The system does not need to have real-time monitoring capabilities. It will only need to record footage for later review. Ideal Skills: - Experience in designing and implementing camera systems for aerial surveillance. - Proficiency in high-resolution imaging technologies. - Previous work with non real-time monitoring systems. Please provide examples of similar projects you have completed.

I'm in need of a Data Scientist who specializes in medical data analysis and system integration. The primary focus will be working with medical imaging (2D/3D) and integrating this data with the 3DFlow system, as well as real-time data synchronization tasks. Key Responsibilities: - Analyzing and working with medical imaging data. - Integrating medical imaging data with the 3DFlow system. - Assisting with real-time data synchronization. Essential Skills: - Proven experience as a Data Scientist, particularly in the medical field. - Proficient in working with 3D and 2D images. - Strong expertise in Azure, ASP.NET Core, and C#. - Experience working with data from Bluetooth devices. - Highly skilled in system integration tasks, particularly real-time data synchroniz...

I'm seeking a developer to create a Windows-compatible desktop DICOM viewer. This viewer must support various DICOM image formats and include standard printing features. Supported Modalities: The software supports various DICOM file types from multiple imaging modalities, including: 1. Digital Radiography (CR, DX, DR) 2. Mammography (MG) 3. Computed Tomography (CT) 4. Magnetic Resonance Imaging (MR) 5. Positron Emission Tomography-Computed Tomography (PET-CT) 6. Ultrasound (US) 7. Digital Angiography (XA) 8. Nuclear Medicine (NM) 9. Secondary Pictures (SC) 10. Structured Reports (SR) It also supports monochromatic and color images, static and dynamic sequences, and both uncompressed and compressed formats (RLE, JPEG, JPEG 2000). Key Features: • Simple and Intuiti...

I'm looking for a skilled digital artist to alter a digital image to create a graffiti-style print. The project involves: - Color Adjustments: The image needs to be brightened and enhanced to suit a graffiti aesthetic. - Composition Alterations: The composition of the image must be ...create a graffiti-style print. The project involves: - Color Adjustments: The image needs to be brightened and enhanced to suit a graffiti aesthetic. - Composition Alterations: The composition of the image must be changed, while still keeping the original image intact. Background can be deleted The final print needs to emphasize 'Colouring'. Ideal freelancers should have experience in digital imaging and a good understanding of graffiti art. Attention to detail and the ability to wor...

I'm looking for a skilled digital artist to alter a digital image to create a graffiti-style print. The project involves: - Color Adjustments: The image needs to be brightened and enhanced to suit a graffiti aesthetic. - Composition Alterations: The composition of the image must ...create a graffiti-style print. The project involves: - Color Adjustments: The image needs to be brightened and enhanced to suit a graffiti aesthetic. - Composition Alterations: The composition of the image must be changed, while still keeping the original image intact. Background can be deleted The final print needs to emphasize 'Colouring'. Ideal freelancers should have experience in digital imaging and a good understanding of graffiti art. Attention to detail and the ability to wor...

...history, and family history. • Automatic data retrieval from existing EHR systems (via API integration). • Upload feature for lab test results and medical images. 4.2. AI Model & Processing • Machine Learning model trained on medical data (Random Forest, Bayesian Networks, Deep Learning). • Algorithm must consider: • Family medical history. • Current symptoms. • Test results (blood tests, imaging, etc.). • Real-time health classification and probability calculation. 4.3. Output & Recommendations • Display patient classification (Normal, At Risk, etc.). • Provide recommended actions based on classification. • Generate alerts for severe cases. • Generate reports for doctors. 4.4. Integration with EHR...

I'm in need of a skilled professional who has access to Agisoft Metashape Professional Edition. The job involves creating 3D models from high-resolution thermal images captured with an infrared thermal imaging camera and provided as radiometric JPEGs. Key Requirements: - Proficient in Agisoft Metashape Professional Edition software. - Able to work with radiometric data images. - Capable of creating 3D models in OBJ file format. - Able to prepare models for viewing on any 3D viewer. The primary purpose of these 3D thermal models will be for inspection and analysis, so a keen attention to detail will be required. No specific annotations or markers will be needed on the 3D models, but they will need to be of high quality to match the high resolution of the thermal images. Plea...

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I need an expert in deep learning to help me build a model that can reconstruct a 3D CT-Scan image. The data will be sourced from public datasets. If you feel you are interested in this project, you can refer - "Gengsheng Lawrence Zeng Medical Image Reconstruct...reconstruct a 3D CT-Scan image. The data will be sourced from public datasets. If you feel you are interested in this project, you can refer - "Gengsheng Lawrence Zeng Medical Image Reconstruction" - book name, chapter 5, i.e., Three-dimensional image reconstruction. Key Requirements: - Proficiency in deep learning, specifically with 3D image reconstruction. - Experience with public medical imaging datasets. - Ability to create efficient and accurate models. - You have to make a 3D model using different 2D...

...expert in NLP and OCR to help with extracting text from my scanned documents. 1. Fax-to-Digital Conversion: - Receive faxed medical imaging request forms via a fax API like e fax or - Convert faxes into digital formats (PDF or structured data) using OCR technology (Tesseract, AWS Textract). 2. AI-Powered Data Processing: - Extract and validate key data fields (patient name, imaging type, clinical indication and urgency) using NLP and AI. - Standardize and store the processed data in a secure database. 3. Secure Dashboard: - Provide a user-friendly interface for radiologist to: - View and manage imaging requests. - Filter and search requests by patient, imaging type, or status. - AI based protocols suggestion and editing. - Ensure role-based access control (...

I need a modern and sleek logo for a new product called The ADVISOR. This product is a box containing a thermal camera, mounting, and software, aimed at providing our customers with thermal imaging capabilities for their manufacturing processes. I would like for the logo to be inspired by the ENLIGHTEN software logo attached. Inspired, but not exactly the same. Key Requirements: - The design should be modern and sleek - It should be suitable for a tech-focused and innovative product - The logo will be used on the product box, hence it needs to be clear, professional and visually appealing What I'm Looking For: - A designer who can capture the essence of this innovative product in a simple yet powerful logo - Ideally, the designer will have experience in designing for tech pro...

I'm seeking a skilled professional with access to Agisoft Metashape Professional Edition for 3D modeling of thermal images. The images are captured using an infrared thermal imaging camera and provided as radiometric JPEGs. Key Requirements: - Proficient in Agisoft Metashape Professional Edition software. - Able to create 3D models in OBJ file format. - Capable of preparing models for viewing on any 3D viewer. - Experience in working with thermal images is a plus. The final deliverables will be 3D models compatible with any standard 3D viewer. Please only reach out if you have access to the specified software. Sample of photos and thermal images are attached

...am looking for a skilled professional who can perform a calcium imaging project aimed at visualizing the general activity of olfactory receptor neurons (ORNs) in live tissues using chemically synthesized indicators. This is to test a theory that ORN's are activated by light. I am looking for a scientist doing this technique and adding only 5-10 minutes to expose ORN's to light sources I will provide which radiate a continuous spectrum from 190 - 2,500 nanometers. The Luminescence Hypothesis of Olfaction :~:text=The%20Luminescence%20Hypothesis%20of%20Olfaction%20is%20the%20first%20to%20present,nerves%20correlated%20to%20an%20odor. Key requirements: - Proficiency in calcium imaging techniques. - Experience working with live tissues. - Familiarity

I'm seeking top-notch 3D visualisation for a series of modern mountain retreat cabins and homes. The project will cover both interior and exterior imaging. Key Requirements: - Interior 3D images are needed for the Living room, Bedroom, Kitchen, Interior pool, Game rooms and theatre rooms, and perspectives featuring mountain views. - Exterior 3D images must capture all essential elements including Decks/Patios, Landscaping, Outdoor seating areas, and Fire pit areas with Adirondack seating. Ideal Skills and Experience: - Proficiency in modern design aesthetics. - Extensive experience in 3D imaging and visualisation. - Ability to create immersive, detailed, and environmentally relevant images.

My PhD project focuses on integrating Artificial Intelligence (AI) in...will use real patient data, while ensuring privacy, to simulate clinical cases. AI will assist users by providing feedback, highlighting patterns, and identifying potential abnormalities. I will utilize existing platforms for example Dicoogle, which is an open-source medical imaging software, to integrate AI tools into the simulators. By interviewing radiology technologists, doctors and administrators I will gather valuable insights to ensure the simulators meet their needs and address real-world challenges in medical imaging and training. The expected outcome is to enhance medical training, and support better patient outcomes by providing healthcare professionals with advanced AI tools for learning and s...

I'm looking for a seasoned sales expert in the medical devices field. Your primary role will be to promote our translation company, which specializes in the medical domain, and secure new cl...Your primary role will be to promote our translation company, which specializes in the medical domain, and secure new clients in the medical sector. Key Responsibilities: - Identify and reach out to potential clients in the imaging systems sector - Promote our translation services tailored for the medical devices industry - Drive sales and foster long-term client relationships Ideal Skills: - Proven track record in medical devices sales - Familiarity with the translation industry is a plus - Excellent communication and networking skills - Experience working with imaging systems ...

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I'm seeking a top-tier graphic designer, not an AI generator, to create a striking, bold and colorful label for a glass supplement bottle. The job is urgent, with a two-day turnaround required. Key responsibilities: - Design a visually appealing, colorful label that aligns with a bold branding ...- Usage instructions - Health benefits - Branding and description Ideal skills and experience: - Proven experience in graphic design, particularly with product labels and branding. - Ability to meet tight deadlines without compromising on quality. - A portfolio that showcases a bold and colorful design style. - Understanding of the design requirements for a glass bottle label. no AI imaging. I need a quality graphic designer. Make your own mock up from a photo and create t...

...Processing**: Calculate and manage doctors’ payments. - **Performance Metrics & Reporting**: Evaluate doctor performance based on patient feedback and case resolution. ### **5. Referral & Laboratory Integration** - **Referral Management**: Automate external referrals to specialists. - **Lab Test Orders & Results**: Directly integrate with labs for test orders and result retrieval. - **Radiology & Imaging Reports**: Store and share diagnostic reports with authorized personnel. ### **6. Patient Engagement & Communication** - **Automated Follow-ups**: Send reminders for check-ups and prescriptions. - **Patient Portal**: Allow patients to access medical records, prescriptions, and bills. - **Telemedicine Integration**: Support video consultations and chat ...

I'm seeking a talented professional to create high-quality listing images and A+ content for my Beauty & Personal Care product, specifically a face mask. Your task will encompass a comprehensive visual storytelling approach that highlights various aspects of the product. Key Responsibilities: - Create compelling images showcasing ingredients, usage instructions, and before/after results. - Design the main image, info graphics, comparisons, features, benefits, and product detailing. - Develop engaging A+ content and Enhanced Brand Content (EBC). Ideal Skills: - Proficient in product photography and image editing. - Experience with creating Amazon A+ content and EBC. - Strong understanding of visual marketing and brand storytelling. - Prior experience in the beauty and personal ca...

...Requirements: Departments to include: Inpatient Facility (40 Beds) General Wards (30 Beds) High Intensive Care Unit (6 Beds) Isolation Rooms (2 Beds) Emergency & Trauma Unit (Resuscitation, Minor Procedures, Triage, Ambulance Drop-off) Operating Theaters (Main Theater, Minor Procedures, Sterilization, Recovery) Oncology Centre (Chemotherapy, Consultation Rooms, Radiotherapy if feasible) Diagnostic & Imaging (X-Ray, MRI, CT Scan, Ultrasound, Pathology) Outpatient Clinics & Consultation Rooms Support Areas (Pharmacy, Kitchen, Admin, Staff Facilities) Deliverables: A 2D concept layout in PDF or CAD format Basic zoning of functional areas with room labels Consideration for efficient patient/staff flow and accessibility metric dimensions to be used (mm) Ideal Freelancer:...

Urgent: Macro Photo Culling & Editing for High-Stakes Presentation I am looking for an experienced photo editor skilled in macro photography to assist with culling and editing a set of high-resolution images captured on a...any necessary touch-ups). Turnaround: Extremely short deadline – must be completed promptly. Compensation: Willing to pay a premium for fast turnaround and exclusive rights to all final edits. Software Preference: Photoshop, Lightroom, Capture One, or similar high-end editing tools. Experience Required: Must have experience in macro photography editing, preferably in product, medical, or dental imaging. If you have the skills and availability to take on this time-sensitive project, please reach out immediately with samples of your work and your estimate...

I'm seeking a skilled professional to train a Convolutional Neural Network (CNN) on a preprocessed, labeled mammography dataset for breast cancer detection. The goal is to achieve an accuracy of over 95%. Key requirements: - Proficiency in Python and deep learning frameworks (preferably TensorFlow or PyTorch). - Experience in medical imaging data analysis, specifically with mammograms. - Ability to optimize models for high precision and reduce overfitting. - Strong understanding of CNN architecture and techniques. - Prior work with datasets for breast cancer detection is a plus.

I'm looking for an experienced data scientist with a strong background in deep learning and medical imaging to develop a Convolutional Neural Network (CNN) for classifying mammography images. Key Tasks: - Use the CBIS-DDSM, MIAS, and INbreast datasets to train the model. - Implement comprehensive data preprocessing including normalization, data augmentation, and noise reduction. - Explore various CNN architectures, specifically ResNet and DensNet, alongside standard CNN. - Split the dataset into Train, Validation, and Test sets to evaluate the model's performance. - Achieve high performance metrics: accuracy, recall/sensitivity, specificity, precision, and F1 score, all up to 95%. Technical Requirements: - Implement the project using Python with Tensorflow on a native Wi...