Unsupervised anomaly detection gancông việc

- Tìm hiểu hệ thống phát hiện/phòng chống thâm nhập (Intrusion Detection System/IPS) - Tìm hiểu thuật toán K- NN - Tìm hiểu thuật toán phân cụm SVM. - Tìm hiểu bộ dữ liệu cho hệ thống cảm biến không dây. Xây dựng chương trình thực hiện các công việc: 1. Xây dựng bài toán 2. Chuẩn bị dữ liệu 3. Xây dựng model 4. Thực nghiệm và so sánh đánh giá kêt quả

Mình muốn triển khai model yolov4 object detection lên Iphone để chạy real-time. Model của mình đã được mình train. Ngoài ra mình cũng muốn đem model lên Iphone với chức năng output khoảng cách giữa bounding box center của các vật.Cụ thể là người và mũi xúc đất của xe xúá cả có thể liên hệ trực tiếp với mình để ép giá ?

The image of a mango rolling on a roller conveyor is collected from a webcam. Image processing, surface damage detection. Mangoes are divided into 3 types according to the ratio of damaged area to total area of mango (clarification after starting the project).

Hiện tại em cần viết một chương trình, theo dõi đối tượng theo màu. Bên trên là link hướng dẫn, nhưng em cần làm khác một chút là thay vì set up màu trong code thì làm một cái color picker, tức là khi click chuột vào màu nào thì chương trình sẽ focus vào màu đó, như thế sẽ dễ dùng hơn vì người dùng nhiều khi không thể nắm được thang màu. Hoặc đơn giản hơn, nếu làm cái color picker khó, thì có thể thay bằng thanh công cụ để chọn màu trước khi theo dõi giống như trong paint, ảnh em có để bên dưới Bác nào biết n...

...hiện nay rất dễ dàng, không gây tổn hại đến mẹ và thai nhi nhờ phương pháp : Xét nghiệm thai nhi không xâm lấn . Mà Trung tâm dna testings đã được nhiều bà mẹ tin tưởng khi xét nghiệm adn cho thai nhi Vấn đề xét nghiệm ADN thai nhi được rất nhiều người quan tâm để xác định xác nhận trẻ có mắc các dị tật bẩm sinh hay các vấn đề về sức khỏe. Phát hiện sớm các bệnh lây truyền ngoài xã hội như : Viêm Gan C B, Giang mai, lậu, HIV , sùi mào gà .... Trung tâm của chúng tôi luôn nhiệt tình tiếp đón các bà mẹ một cách chu đáo nhất...

Hien tai ben minh dang dung website Wordpress chuyen ve cac chuong trinh giam gia, khuyen mai http://www.offers.vn. Hien tai ben minh can xay dung mot template moi cho website gan giong nhu kieu coupon.com. Team nao lam duoc thi trao doi nhe.

Mình cần làm một luận văn về hướng xử lý ảnh, video như sau: - Bài toán phát hiện làn đường (lane detection, lane tracking) như video sau - Phát hiện và cảnh báo khi xe vượt quá làn đường, nhận dạng và đo khoảng cách xe đối diện. - Áp dụng phương pháp Hough Transform với việc nhận diện làn đường, phân tích đặc trưng Haar để nhận dạng xe ô tô. Do đó mình nghĩ bạn nên chia làm 2 bài riêng như sau: Bài 1: Bài toán phát hiện làn đường (lane detection, lane tracking) và cảnh báo khi xe vượt quá làn đường như video sau Áp d...

Mình cần làm một luận văn về hướng xử lý ảnh, video như sau: - Bài toán phát hiện làn đường (lane detection, lane tracking) như video sau - Phát hiện và cảnh báo khi xe vượt quá làn đường, nhận dạng và đo khoảng cách xe đối diện. - Áp dụng phương pháp Hough Transform với việc nhận diện làn đường, phân tích đặc trưng Haar để nhận dạng xe ô tô. Do đó mình nghĩ bạn nên chia làm 2 bài riêng như sau: Bài 1: Bài toán phát hiện làn đường (lane detection, lane tracking) và cảnh báo khi xe vượt quá làn đường như video sau Áp d...

Em có 1 cái tiểu luận nhỏ và cần code cho chương trình tách biên dùng biến đổi wavelet chạy trên GUI. Liên hệ: email: penguin.0990@ yahoo: penguin.0990 sđt: 0902834913 Mong hồi âm sớm. Cám ơn anh

Em có 1 cái tiểu luận nhỏ và cần code cho chương trình tách biên dùng biến đổi wavelet chạy trên GUI. Liên hệ: email: penguin.0990@ yahoo: penguin.0990 sđt: 0902834913 Mong hồi âm sớm. Cám ơn anh

Em có 1 cái tiểu luận nhỏ và cần code cho chương trình tách biên dùng biến đổi wavelet chạy trên GUI. Liên hệ: email: penguin.0990@ yahoo: penguin.0990 sđt: 0902834913 Mong hồi âm sớm. Cám ơn anh

...in Python, with experience in data analysis and prediction - Previous experience in creating similar tools will be highly valued - Good communication skills to understand and meet the project's goals Looking forward to working with a skilled professional who can deliver on my investment analysis needs. I am looking for the data science projects which is related to stock market ,brain tumour detection …etc related to that And I need a person who can get the good data and explain the the code with which dataset ,how your gonna use this data and what type of algorithm gonna use in the project and is there any further changes in the algorithm as required and final prediction model is explained in a good way and help in preparing a report where what kind of things used i...

I am seeking an experienced Python developer to improve the functionality of a current script by adding new features, specifically automated tasks. The upgrades will involve: - A...understanding the existing Python script. - Enhancing the script by adding automated task features to streamline operations. - Testing the script to ensure it performs as required with the new features. Ideal applicants will have: - Proficiency in Python, with a focus on script optimization. - Experience integrating automation functionalities into Python scripts. - A keen eye for detail and error detection. - A proven track record improving and maintaining Python script performance. I am looking forward to working with someone who can improve our script's efficiency and reliability through thes...

I'm seeking a skilled machine learning expert with expertise in PyTorch for a natural language processing task. Your primary task is to develop a model that can understand the empathy patterns in English text. I'll provide you with the data. Key Requirements: - Proficient in PyTorch and machine learning - Experience in natural language processing - Understands the nuances of empathy detection in text data - Previous projects involving empathy learning in English text would be a plus. Deliverables: - A well-structured PyTorch model that can accurately understand the empathy in English text - Detailed documentation on the model, its architecture, and usage This project requires someone who's not only technically skilled but also understands the context and subtletie...

...thus, it must be both accessible and impressive in its detail and clarity. While detail being key, simplicity should be above all else. Key Requirements Include: - Performance Evaluation: Analyze and document the performance of various processes of the factories product. - Compliance with Standards: Evaluate and report on the compliance of processes with established standards if applicable. - Detection of Defects: Detect and describe any defects encountered during the inspection. - Process Failure Theory: Include a section on the potential reasons for any detected defects or non-compliance issues that may arise during the factory line process. - Physical Inspection: Systematically report on physical inspection findings. - Comparison Chart: Develop a easy to look at comparison ch...

I am facing an issue with incorrect message structures within my C# windows service application. - Problem: At present, our application is producing improperly structured messages - an anomaly that we are keen on rectifying. - Solution: I am in search of a proficient C# developer with significant experience in handling message logging, particularly with event loggers. You will be required to add the event logger and figure out what is causing our issues. - Timeline: The task is quite urgent, so I need someone who can begin immediately and deliver as soon as possible – I'm counting on your efficiency. Skills and experience: - Advanced knowledge of C#, especially in creating and troubleshooting windows service applications - Experience with event loggers, from impleme...

...services, and ensuring we have the latest software installed and updated. - Secure Environment Expectations: - I expect our overall environment to be top-notch in terms of security. This will involve implementing effective intrusion detection, utilizing strong data encryption practices, and managing access control. Your service should also extend to addressing day-to-day IT issues promptly. Ideal candidates should have: - Proven experience in Cyber Security and IT services - Strong background in security management, including Intrusion Detection and Data Encryption - Expertise in handling IT service requests efficiently - Previous experience in managing firewall and conducting vulnerability assessments - Ability to handle Penetration Testing and VAPT. Your te...

...measurements of buildings, walls, and various objects. This app is not just about scanning; it’s about integrating advanced video recording while ensuring every spoken word is captured and transcribed in real-time, crafting a multi-faceted tool that marries visual precision with auditory clarity. The core of this project revolves around leveraging LiDAR technology, a cutting-edge tool that uses light detection and ranging to produce precise three-dimensional information about the surrounding environment. The developer will harness this technology to create an application that not only maps out spaces with pinpoint accuracy but does so in a way that is both intuitive and seamless for the user. This involves intricate work: calibrating the LiDAR system for various environmen...

I'm looking for an experienced network engineer who is well-versed in UDP/IP networking. The scope of this project includes: 1. Data Transmission: You should be able to help in enhancing our network to ensure that it delivers data more optimally, focusing particularly on text-based data, as this is what our UDP/IP network primarily handles. 2. Error Detection and Correction: The hiree will also have to devise new methods for detecting and correction errors within our system. We've been facing some challenges in this area that need resolution. 3. Scalable Solutions: Our network system currently connects between 10 and 50 devices. While working on this project, it is important to keep scalability in mind to accommodate potential future growth. Preferred Expertise: - Exte...

I am seeking a skilled product designer to create an innovative, modern watch design. The watch must have a square shape and elegantly incorporate the following functionalities: - A tactile, relief screen for precise and discreet time display - An integrated GPS chip with automatic location detection - Vocal navigation and a vibratory directional arrow for user guidance An ideal candidate will have a strong background in wearable technology design, understand how to integrate technical functionality in a stylish manner, and has experience with both modern design aesthetics and user-friendly interfaces. Understanding user interactions with wearable tech will be a valuable asset.

I need a comprehensive and well-written research paper on Groundwater level prediction using various deep learning techniques and their performance evaluation - A case study of chhattisgarh region" with less than 15% plagiarism & less than 15% AI detection. To publish this research paper in springer indexed journal. Detail Requirement: Complete research paper having less than 15% plagiarism & 0% AI generated Title : Groundwater level forecasting in Raipur, Chhattisgarh (India) region using various Deep learning techniques (e.g. LSTM, Bi-LSTM, RNN) and their performance evaluation Abstract : 250-300 words Introduction with in-text citation Methodology with flow diagram and training and validation graphs Result & discussion : along with tables (including va...

...images, and audio. The primary objectives of this urgent project include: 1. Multi-Modal Data Integration: Develop algorithms to effectively fuse information from text, images, and audio sources to capture the holistic context of emotional expression. 2. Text Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify e...

Preferred Commnications and Wi-Fi, Inc. is looking for Watchguard firewall techs for both firewall and endpoint security pre-Install config. and support. Requirements: - In-depth knowledge of hardware firewalls and their functionalities. - Expertise in intrusion detection systems. - Experience with high-risk threat detection and response. - Capable of optimizing firewall settings for maximum security. I am looking for a professional with a sterling track record in enhancing hardware firewall intrusion detection capabilities. If you are up to the task and confident with high-risk threat management, I would like to hear from you.

...videos, children are playing games. We need the following features to find the severity/confidence scores (0-9, where 0 is non-Autism and 1-9 represents increasing severity) by using any technique or model (pre-trained / ML / DL) so that we can find the individuals with autism levels (such as severe autism, mild, medium, lower, or no autism, etc). For example, maybe you can see Face landmark detection () that has a confidence score. I expect you will find a better technique. By applying the following feature techniques: facial expression analysis, gaze analysis, body movement analysis, speech and language processing, social interaction metrics, activity recognition, contextual information integration, and temporal dynamics

...waste management. The primary goal of this project is to optimize waste management by utilizing satellite imagery to identify dumpsites in real-time. Key Features: - Real-time Satellite Imagery: The app will need to incorporate this feature to collect the most up-to-date data. - GPS Location Tagging: Each dumpsite identified must be accurately pinpointed using GPS for easy tracking. - Dumpsite Detection Algorithm: A robust algorithm is needed to analyze the satellite images and efficiently identify dumpsites. User Base: The primary users of the app will be government agencies, so the interface must be user-friendly and intuitive. Ideal Skills & Experience: - Proficiency in app development - Experience working with satellite imagery and GPS technology - Strong background ...

As a small-scale business owner, I need a proficient cybersecurity expert to address three crucial areas of cybersecurity within my organization: network security, data protection, and threat detection. Additionally, expertise in penetration testing will be of added value. Key responsibilities will include: - Setting up and managing a secure network infrastructure to ensure protection against possible network threats. - Implementing solutions for data protection to safeguard sensitive data and reduce the risk of data breaches. - Establishing reliable threat detection mechanisms to identify and combat cyber threats before they impair our systems. - Conducting penetration testing to identify any potential vulnerabilities and strengthen our security posture. Further, to naviga...

...control systems, such as induction loops, keypads, RFID readers, or other authentication methods, to permit or restrict entry. All of these methods are connected to one of the ‘Commands’. These commands are divided into following: - O : only starts the opening movement - C : only starts the closing movement - O – S – C : is a toggle function between opening, stopping and closing Position detection: The controller uses feedback from an encoder and two (ore one) limit switches to determine the gate's precise position along the track, ensuring accurate opening and closing operations according to their respective motion curve. Safety protocols: To avoid any risk of crushing between the latch post and the gate leaf in closing motion, the horizontally...

I'm looking for a skilled developer with experience in object detection and tracking using OpencvSharp. Key Requirements: - Implement custom object detection and tracking for a small cylindrical 3D printed case, specifically designed for electronics housing. - The system must be capable of detecting and tracking the case from various angles, as well as accurately estimating its rotation. Ideal Skills and Experience: - Proficiency in OpencvSharp for object detection and tracking - Prior experience in developing similar systems for 3D objects - Ability to accurately track and predict the rotation of objects If you are confident in your ability to tackle this project, I would love to hear from you. Please provide examples of similar work you have done in the pas...

I am looking for a talented Earth Engine expert to build a model that will allow me to effectively identify potential dumpsites using satellite imagery and the Random Forest machine learning algorithm. Key Responsibilities: - Collect and preprocess satellite imagery data - Develop an Earth Engine model capable of identifying potential dumpsites Ideal candidate should: - Have experience in satellite imagery analysis - Be proficient in using Google Earth Engine - Be skilled in developing and implementing Random Forest machine learning algorithms Your work will empower me to proactively identify and address potential dumpsites, contributing significantly to environmental protection and waste management.

I'm in need of a talented developer with experience in using Silvaco TCAD on Windows for an AlGaN/GaN HEMT device. The primary objective is to optimize device performance by refining three key parameters: - Power output - Efficiency - Frequency response Key Responsibilities: - Develop Silvaco TCAD code on Windows. - Simulate AlGaN/GaN HEMT device. - Optimize the device's power output, efficiency, and frequency response. - Provide a detailed report of the simulation results including the changes made in the code and the impact on the parameters. Ideal Candidate: - Proficient in Silvaco TCAD, particularly on Windows. - Strong background in semiconductor device modeling, especially in III-V compound semiconductors. - Experience in optimizing power output, efficiency...

I am looking for an experienced hacker who would help me modify games scores or currency in an online gaming site called "Rockingplay". This project is partly for personal gain, but also partly to expose potential vulnerabilities within the system. Key Tasks: - U...expose potential vulnerabilities within the system. Key Tasks: - Unauthorized access into Rockingplay to modify game scores or currency - Extend the time allowance for bets Essential skills: - Expertise in ethical hacking - Experience with online gaming sites is a must. - Strong understanding of online betting system mechanics. - Excellent problem identification and security vulnerability detection abilities. This project requires a balance of discretion and transparency, your guiding principle should...

As your project partner, I'm looking for an AI specialist who c...Experience with Generative AI: Ideally, can provide examples of unique output generated by the AI under your supervision. - Training: GenAI overview, Advanced Transformers(Encoder only , Decoder only, Encoder and Decoder). Pre Training vs Fine Tuning – Benefits of PEFT, LoRA & QLoRA. Hands on exercises on Fine Tuning, LLMOps, Prompt Engineering, RAG - Learning Techniques: Familiarity with Supervised, Unsupervised, and Reinforcement learning techniques is preferred. This series of online sessions must be engaging and insightful, providing a comprehensive guide to Generative AI. If you can accommodate these requirements, you may be the perfect fit. Looking forward to seeing your proposals and potential...

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I require an IoT expert to create an advanced system for a parking boom barrier. The end result should be a fully functional, IoT-enabled device. Key areas of functionality to be incorporated are: - Automatic vehicle detection - Real-time data monitoring - Mobile app integration The automatic vehicle detection system should be implemented using: - License plate recognition - RFID tags - Sensors for detecting vehicle presence The ideal candidate for this project should have demonstrable experience in IoT device creation, sensor technology, mobile app integration, and real-time data monitoring. Knowledge in license plate recognition and RFID tags usage is a huge plus. Your expertise will be vital in bringing this project to life.

...libraries and frameworks like NLTK, spaCy, or Transformers for processing user queries and generating conversational responses. Machine Learning Frameworks: Knowledge of popular machine learning frameworks like TensorFlow or PyTorch for building and training recommendation models based on user preferences. Computer Vision: Skills in image processing libraries such as OpenCV or TensorFlow Object Detection API for extracting text and information from images of menus, wine labels, etc. Chatbot Development: Experience with chatbot development platforms like Dialogflow, Rasa, or Microsoft Bot Framework for creating the conversational interface of the Wine Advisor. API Integration: Ability to work with RESTful APIs for accessing external data sources and integrating them into the A...

I'm looking for an experienced freelancer capable of developing 2 AI filters for Instagram which automatically detect the user...freelancer capable of developing 2 AI filters for Instagram which automatically detect the user's face and apply makeup effects. One filter will focus on eyeliner, while the other on lipstick. Key Requirements: - Development of 2 AI filters for Instagram - Automatic face detection for makeup effect application - One style only for each filter (eyeliner and lipstick) Ideal Skills and Experience: - Prior experience in developing AI filters for Instagram is highly preferred - Strong understanding of image processing and face detection algorithms - Proficiency in designing and implementing makeup effects - Aesthetic sense to ensure the filt...

I am in need of a dashboard for my people detection system that should solely focus on reporting and have the capability of notifying through in-app notifications. The dashboard should be able to - Display detailed reporting - Include location-based data. Ideal skills for this project would include experience with data visualization, dashboard creation, and in-app notification systems.

I'm looking for a skilled professional to develop a people detection system for an indoor environment. Key Requirements: - The primary goal of this system is for security monitoring. It should have the capability to accurately detect people in different lighting conditions. - I need the system to deliver a high level of accuracy in its people detection. This is a crucial feature that must be fulfilled without compromise. Ideal Candidate: - Proficient in developing people detection systems for indoor environments. - Experienced in ensuring high accuracy for such systems, particularly in diverse lighting conditions. - Strong problem-solving skills to mitigate false positives and false negatives. - Good communication skills to understand and deliver on my specif...

I'm in need of a skilled website developer for my B2B marketplace. Key Features: - Product catalog - User registration and login - Messaging system - Account authenticity detection - Appropriate matchmaking algorithm - Payment gateway Design Preference: - Professional and sleek Device Compatibility: - Desktop and iOS and android Ideal Skills: - Proficient in website development - Experience with B2B marketplaces - Design capabilities for a professional, sleek look - Familiarity with payment gateway integration - Understanding of matchmaking algorithms for effective business matching.

I'm in need of a skilled electronics engineer to assist with an educational circuit design project. The circuit is intended for advanced learners, so it should be challenging yet educational. Key requirements and responsibilities include: - Designing a complex circuit for educational purposes - Ensuring that the circuit is advanced enough to engage students at a high level - Preparing documentation and guidelines for understanding the circuit Ideal skills and experience for this job include: - Proven experience in advanced circuit design - Prior experience in educational circuit design is a plus - Excellent communication skills for creating thorough documentation Looking forward to hearing from passionate electronic engineers who can help me with this exciting project.

I'm seeking a proficient content creator for designing informative content explicitly targeting business professionals on my website. The content needs to be engaging and should effectively convey the intended information to this demographic. - The main task includes developing we...systems, Hardware and Network Services. Cyber security should include Cyber essentials Certification, Penetration testing, Data protection and backup, Firewalls and Antivirus Creative Design and Ecommerce, should include, sub pages for Branding. Brochure/Marketing Websites, E-commerce and Digital signage and touchscreen displays. Specialist CCTV should have the following. Cameras. Radar detection. Audio systems, Axis Camera Station. Thermal, Body Worn Cams, Access Control. then we want som...

- PRESENTATION - We need a small AR projecte for the web, that show two options of AR: plane detection and with marker-based tracking, models ans marker image are in url, that i will provide you. - GENERAL FEATURES - Timline 1 or 2 days - With webAR - Adapted to mobiles - It must be done without Unity! - The AR must work whether it is opened from an Android and Apple device - Need the source code - The URLs must be modifiable - PROJECTE SCREENS The projecte will only have 3 screens... - MAIN SCREEN See image "main " - Screen Elements - 1 button to open plane detection screen - 1 button to open marker-based screen - MARKER SCREEN See image "marker " ...

I'm looking for a specialist to assist me in identifying potential dumpsites by...specialist to assist me in identifying potential dumpsites by analyzing satellite imagery. The primary goal of this project is to develop a system capable of identifying potential dumpsites using satellite images and machine learning algorithms. Key responsibilities include: - Utilizing satellite imagery to identify potential dumpsites - Implementing machine learning modules to enhance the detection process Ideal candidates should have a solid understanding of satellite imagery analysis, machine learning, and experience in developing applications on the Google Earth Engine platform. Your contribution will be crucial in addressing environmental issues and enhancing the efficiency of waste manage...

...in healthcare is its role in diagnostics. Machine learning algorithms can analyze vast amounts of medical data, including images, genetic information, and patient records, to assist healthcare professionals in accurately diagnosing diseases. For example, AI-powered imaging systems can detect anomalies in medical scans with higher accuracy and speed than human radiologists, leading to earlier detection and treatment of conditions such as cancer and cardiovascular disease. AI is also driving the adoption of precision medicine, a tailored approach to healthcare that takes into account individual variability in genes, environment, and lifestyle. By analyzing genomic data and clinical parameters, AI algorithms can identify patterns and correlations that enable clinicians to customize...

I am in need of a proficient Python coder who can develop a robust...information about them, including flagging any instances of jumping signals via license plate detection. - Additionally, it should be able to identify instances of multiple riders on two-wheelers, whether the riders are Indian or foreign, again using license plate detection. Algorithm 4 different Deep learning Algorithm and tell the best * Yolo * other than Yolo any 3 Deep learning network model The ideal freelancer for this project should demonstrate previous experience in Python coding, exceptional competency in object recognition, and ideally some familiarity with traffic regulation automated enforcement. The perfect addition to their portfolio would be past projects involving license plate...

I'm looking for a skilled professional capable of designing a hospital bed that's integrated with IoT technologies. The bed should be able to automatically detect the patient's weight and send this data to a designated platform. Key Requirements: - Automatic patient weight detection: I need the bed to accurately detect and transmit the weight of the patient laying on it. - Real-time alerts and notifications: It is crucial to have a system in place that can alert medical staff in real-time of any anomalies or critical changes in the patient's biometric data. - Both web-based and mobile application: I want to be able to access and monitor patient data from any device, so the system should be designed for both web-based and mobile interfaces. Ideal Skills and Expe...

I'm in need of an experienced developer who can create a highly secure payment gateway with broad transaction methods support and key features. Details: - Integrate the following payment methods: credit cards, debit cards, online banking, UPI, Google Pay, Phone Pe, and other pertinent methods. - Incorporate the following features: One-click payments, payment confirmation emails, fraud detection, and mobile compatibility. Ideal skills and experience: - Have previous experience in similar projects. - Outstanding understanding of payment methods integration. - Solid knowledge in security measures to avoid frauds. - Expertise in mobile compatibility for seamless transactions on mobile devices.

I need an experienced mobile application developer skilled in both Android and iOS application developmen...The main purpose of the application is to block spam messages and filter out unwanted words. - The blocking process needs to be automated; a user should not need to manually block each spam message or unwanted word. Ideal Skills and Experience: - Proficient in Android and iOS app development. - Experience in creating privacy-focused applications. - Familiar with techniques for efficient spam detection and automatic filtering. - Strong understanding of user-interface design and user-experience practices for optimal app usability. - Previous work on similar projects highly appreciated. If you're up for a challenge and can deliver a high-quality, effective app, I'd lo...

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only app...

...capable to scan gas concentrations even without specifics on the gas type. Consequently, experience in developing wide-spectrum gas detection tools would be advantageous. Key Responsibilities: - Understanding the features and architecture of the LoRa module for effective data return to base station. - Developing a scalable solution suitable for a large, multi-level mine configuration. - Leveraging the provided materials for development. Please note these materials will be sent to your location. Ideal Skills and Experience: - Proficiency in working with LoRa modules. - Experience in designing safety systems for mining environments. - Knowledge in gas detection technology and engineering. - Candidates from India would be preferred. Applicants, please include your past w...