Deep Learning Jobs

The objective of this project is to develop a novel Graph Neural Network (GNN) architecture to predict the real and imaginary components of Channel State Information (CSI) in MIMO systems. The goal is to leverage the spatial and temporal relationships between subcarriers and antenna pairs for enhanced channel estimation accuracy, while also reducing computational complexity. We aim to outperform traditional models like RNNs or Transformers. Key details: - The dataset is structured as [1000, 624, 4, 4, 2], which includes 1000 samples, 624 subcarriers, and 4x4 transmit-receive antennas with corresponding real and imaginary components. - To simplify the problem, the dataset is downsampled to [1000, 52, 4, 4, 2]. - Each graph node corresponds to a subcarrier, with features encoding the CSI f...

Project Title: Automated Pancreatic Segmentation System Project Description: We are seeking an experienced developer to create an advanced AI-based pancreatic segmentation system for medical imaging. This project involves developing PanSegNet, a robust segmentation model designed to analyze CT and MRI scans with high accuracy. PanSegNet will combine the strengths of nnUNet and Transformer networks, incorporating a novel linear attention module for efficient volumetric computation. The system will support both cross-modality (CT, T1-weighted MRI, and T2-weighted MRI) and cross-center accuracy, providing a critical tool for the diagnosis and follow-up of pancreatic diseases. The final product should be user-friendly, well-documented, and ready for deployment in clinical workflows. --- K...

A model will be trained to perform detection and segmentation from a mammography dataset. For this purpose, it is envisaged to use the yolo method and u-net model. The trained model will be applied to another dataset, segmentation will be done, segmented parts will be classified. Resnet50 etc. models will be used for classification. The necessary datasets will be provided by me.

I'm seeking a skilled professional well-versed in Generative Adversarial Networks (GANs) and Discriminators, to assist in generating synthetic text data akin to clinical records. Key Responsibilities: - Use GANs to generate synthetic text data - Ensure the synthetic data closely resembles real clinical records Ideal Candidate: - Proficient in GANs and Discriminators - Experience in generating synthetic text data - Understanding of clinical record structures - Ability to deliver contextually coherent data

- Secure end-to-end encryption to ensure user data privacy. - A robust, Two-factor Authentication system for secure sign-in with email. - A document scanner with text recognition (OCR) capabilities. - Document download available as Pdf, jpg, png, docx. - Find a paper with text input or voice. (Ai use) - A sharing feature allowing users to share documents with other accounts. - Calendar for appointments. Ideal candidates for this project should have: - Extensive experience in developing secure, user-friendly applications for both Web and Mobile. - Proficiency in implementing end-to-end encryption and Two-factor Authentication systems. - Expertise in integrating OCR capabilities into a document scanning feature. - A keen understanding of voice input integration. Please note t...

I'm looking for a simple hint that can suggest the best move in a web-based solitaire game. The hint doesn't need to play the game, just provide suggestions for my next move based on the current game state. - hint Functionality: The hint will analyze the game state from the web browser and suggest the next best move for that particular turn. - Personal Use: This is for my personal use, so the interface doesn't need to be visually appealing or complex. It just needs to function correctly. Ideal skills for this job include programming with a focus on web automation, as well as a good understanding of solitaire game mechanics. Experience with creating bots for games would be a significant advantage.

I'm looking for a skilled developer with experience in image processing and utilizing the OpenAI API. The project involves creating a system that can recognize specific types of images and solve related tasks. The system needs to handle: - Image tasks, including object detection, text recognition, and pattern identification. The input images will be provided in: - Base64 format - Image URL Ideal skills and experience for this job include: - Proficiency in image recognition and processing - Experience with OpenAI API - Ability to understand and work with Base64 and Image URL formats I look forward to seeing your proposal.

I'm seeking a PySpark developer proficient in unsupervised machine learning, specifically in building recommender systems. Key Responsibilities: - Utilize PySpark for data processing tailored for machine learning applications. - Develop and implement unsupervised learning algorithms, particularly recommender systems. Ideal Skills: - Deep understanding and experience with PySpark. - Proven track record in developing unsupervised learning algorithms. - Expertise in building recommender systems. Please provide examples of previous work in your proposal.

I'm looking for an AI capable of responding to text commands for image analysis. The AI should be capable of recognizing a wide variety of objects including animals, vehicles, furniture, and more. Key Requirements: - The AI must return the position of recognized objects as coordinates within the image. Ideal Skills and Experience: - Extensive knowledge in AI development, particularly in image recognition and analysis. - Familiarity with pre-trained AIs and how to integrate them. - Experience with natural language processing, specifically in creating AI that can respond to text commands.

I'm looking for a skilled video editor with experience in AI face-swapping. The task involves replacing existing faces in a podcast video with those of European male faces. The goal is to make the video appear more localized and diverse. Key Responsibilities: - Use AI face-swapping tools to replace the original faces with that of European male faces. - Ensure that the expressions appear natural and are in sync with the audio. - Maintain high-quality rendering (minimum 1080p). - Keep consistency in lighting, skin tones, and facial movements throughout the video. - Submit two versions of the video: the original with the face-swap applied, and the unchanged original. Output Specifications: - Duration: 1-2 minutes (you don't have to do it on the full video) - Format: MP4, H.264 ...

Contexte du projet : Nous recherchons un freelance expert en intelligence artificielle, téléphonie VoIP et solutions open source pour développer un Callbot IA ultra-rapide. Ce Callbot sera utilisé pour gérer des appels en temps réel, avec un temps de latence minimal, une voix humaine réaliste et une compréhension précise des intentions des interlocuteurs. Le système doit être scalable, capable de gérer de très gros volumes d’appels simultanés, et conçu pour fournir des réponses rapides et efficaces tout en intégrant des flux de travail automatisés. Objectifs du projet : Reconnaissance vocale (Speech-to-Text) rapide et performante : Intégration d&rsquo...

Check the attached document for a better overview of the project info! We are seeking an experienced UiPath freelancer to develop workflows for extracting data from Excel, PDF, Word, and Email files, converting it into structured formats (e.g., JSON, CSV, XML). This project serves as the foundation for a broader workflow automation initiative. If successful, there will be opportunities for ongoing development work to expand and enhance the system. Provided Tools We will supply: UiPath Pro License: For workflow development. UiPath Document Understanding: For advanced OCR and document processing. Proposal Submission Guidelines Freelancers are invited to submit proposals incorporating an hourly rate for the project. Along with your hourly rate, please provide the following details for each ...