Kinect detect scroll jobs
...concerning the functional description will follow, when discussing the task. Description of the project: Movement control: The controller coordinates the motion of the cantilevered gate, prompting the drive mechanism to follow a specific motion curve, guiding the gate along its intended path. Safety integration: It interacts with sensors embedded in the gate, such as photocells and safety edges, to detect obstacles or obstructions along the gate's path, triggering safety protocols to halt movement or make a relief motion, as chosen in a programmed ‘Safety response choice’ - function. These safeties are divided into following: - Safe O, detects only in opening movement, e.g. torque feedback - Safe C, detects only in closing movement, e.g. the photocells and t...
We run a Beard and Moustache Competition in Australia and need a creative design for this years certificate that gets printed on quality scroll paper and goes to every person that enters. I have attached an example of previous years certificate. Here are some points to consider when designing: - Must include a silhouette of a good beard - Style and background needs to look like it's printed on an olden days heritage paper - The fonts/text needs to be similar style to our previous years and must be clear and easy to read, can change the text slightly if needed. - Can be either landscape or portrait layout The certificate must include the following details from the attached PDF: - Include IN RECOGNITION OF YOUR COMMITMENT TO EXCELLENT FACIAL HAIR - Include 'Ballarat Be...
Hello i need to apply the redesign to Light/Dark Mode for iOS App from provided style on mode change. the object containing the styles is already binded in views and is already present a working event listener that detect the change. But the style change is not dynamic. If you think you can do it please name your price and deadline
I invested few lakhs to acquire a 1.02% stake in an SPV. Despite the overall sale price appreciation over five years, I'm facing a loss upon exit, cont...enable me to engage in a more informed dialogue with the SPV team). Key responsibilities: - Focus is primarily on the review of financial statements - Identify any signs of financial fraud - Deliver a comprehensive report of your findings Ideal candidates for this project should have: - Proven experience in forensic accounting - Comprehensive understanding of financial statements - Ability to detect signs of financial fraud - Excellent report-writing skills - High attention to detail If you have a track record of conducting successful forensic audits and are confident in your ability to identify financial fraud, I'd li...
I'm looking for an experienced developer who can help me create an antivirus software for Windows. The main focus of this program will be malware removal. Key requirements: - Compatibility: The software should run seamlessly on Windows OS. - Core Functionality: The antivirus must be able to effectively detect and remove malware from the system. Ideal Skills and Experience: - Proficiency in programming for Windows OS - Strong understanding of cybersecurity and malware removal techniques - Experience in developing antivirus software Please note that I am looking for a locally installed solution and not a cloud-based one. I'm excited to find a professional who can help me bring this project to fruition.
...and engaging color scheme and font selection. - **Layout and Structure Adjustment**: I'm interested in rearranging the current sections of the page to make it more user-friendly and visually appealing. This might involve adding or removing content blocks, and potentially changing the navigation menu to improve site navigation. MUST HAVE Vertical sliders of 4 pages, page enabled e.g. when I scroll up or down the next/previous slide should be open. Show paging indicator as well. Each slider will have a different background color and also use some relevant gifs in the background for animation. Ideal skills for this project include: - Proficiency in WordPress - Strong design sensibilities - Experience with UI and UX design - Ability to implement changes to a live site with ...
...Editor to join our team. As an Ad Editor, you will be responsible for creating engaging and high-converting video ads for our Facebook campaigns. This is a fantastic opportunity for anyone passionate about video editing and looking to develop their skills further with access to an advanced video editing course worth $2,000. Responsibilities: Edit 1-3 ads per week, each 60-90 seconds long with 3 scroll stoppers, using provided footage, script, and voiceover. Ensure all ads meet our high-quality standards and align with our brand's tone and style. Utilize your creativity to produce compelling and engaging content that captures the audience's attention. Incorporate feedback and make necessary revisions to deliver the final product. Proven experience in video editing, pa...
I'm looking for an experienced 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 filters meet industry standards
...you can help me with explanations and about which package to buy from you that would be perfect, thanks! 1) Set up the Java project and the necessary libraries for computer vision and machine learning. 2) Capture video input from a camera. 3) Pre-process the video frames to enhance th quality and reduce noise. 4) Use computer vision techniques (like image segmentation and feature extraction) to detect and recognize sign language gestures. 5) Translate the recognized gestures into text. 6) Display the translated text in the user interface....
I'm in need of an Android developer with experience in Java and Kotlin who can handle issues with fingerprint scanner devices like Futronics FS80H and Mantra MFS100 on Android 14. Key Responsibilities: - Diagnose and resolve compatibility issues with the latest Android 14 version. - Ensure the scanner can correctly detect fingerprints. - Ensure the scanner is responsive and functions as expected. Ideal candidates should have: - Proven experience working with fingerprint scanner devices. - Expertise in Java and Kotlin for Android development. - Strong knowledge of Android 14 and its compatibility requirements. - A track record of troubleshooting and resolving technical issues. This is an urgent project, and I'm seeking someone who can deliver results promptly and effecti...
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 specific requirement...
I am in need of a proficient Python coder who can develop a robust object recognition system for me. The key tasks for this project are as follows: - Create a Python code able to recognize and detect people and vehicles. - The code not only needs to detect these objects but also provide specific 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 experien...
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 a...
...updates specifically with other Raspberry Pi devices running Raspbian, offline. - The purpose of sharing these updates is to cater to locations with limited internet access. This is essential for our project as it ensures that the devices can remain updated despite the lack of connectivity. - The system should be able to initiate the update process automatically. This means it should be able to detect nearby devices and share the necessary updates without requiring manual intervention. Ideal Skills and Experience: - Proficiency in Raspberry Pi hardware and software, particularly in working with Raspbian and understanding its update process. - Strong experience with AWS Greengrass and IoT services. - Previous experience in developing systems that facilitate offline data sharing o...
I want a program that is connected to a webcam/camera whereby if camera sees the object he gives an alert that the object has been recognized. So lets say I see a specific car that I like; the camera will recognize it based on the images of the car that is saved and will compare to it if its that car. If he thinks its that car he will take a snapshot and I will see if its true or not.
I'm currently experiencing an issue with my website on my AWS Lightsail account. Disconcertingly, typing 'www' before the URL does not lead to the correct site, instead, it results in the website being unreachable. This has led me to believe that some adjustments are needed in the DNS settings of my domain name. Key Project Tasks: 1. Investigate the issue with 'www' prefix 2. Detect misconfigurations in DNS settings 3. Correct and adjust DNS settings accordingly 4. Verify that the website is reachable with 'www' in the URL Ideal freelancers for this job would be proficient in: - AWS Lightsail configuration - DNS management and troubleshooting - Web URL and hosting configurations Please make sure you have these specific skills and a track re...
I'm looking for an experienced Python programmer to develop a real-time human movement detection and speed calculation system using my DVS346 camera. This system should also include custom data models. Key Requirements: - Real-Time Human Movement Detection: The system should be able to detect human movement in real-time. This is crucial for the intended application in healthcare monitoring. - Movement Speed Calculation: In addition to detecting movement, the system should also calculate the speed of the detected movements. This data will be used for further analysis. - Custom Data Models: The project involves creating custom data models to facilitate the detection and speed calculation processes. Expertise in data modeling is therefore essential. Ideal Skills: - Strong Python...
...The messages will be coming on a non-regular basis from a few clients over a Wi-Fi local network, typically say 2 clients. There is no need to confirm the messages in either way. Consequently it seems that UDP is the right protocol to be used (to be confirmed by the contractor). 2. The server should also support its part of a detection mechanism that should allow the clients to automatically detect the address IP of the server (both clients and server on the same router), like UPnP or even better a custom method, possibly simple but reliable. 3. All the clients that have sent a message to the server should be registered in a simple IP list. Then every message from one client should be automatically re-sent over Wi-Fi/UDP to all registered IP-s. 4. Additionally the component s...
...profile. Profile could (optionally) be created at the same time as first-time job application or separately in order to be part of our talent pool. c) upload a CV (basic CV parsing would be helpful to prefill candidate details) as well as any other relevant documents d) answer any custom questions required by the client e) complete the required tests. For this, we need proctoring technology to detect potential cheating. We may be able to white label this. f) Participate in asynchronous video interviews g) Candidates won't see test results (though maybe as a non-MVP premium option?). h) A help chatbot or connection to live support would be necessary in case of technical problems. 3) Client Portal. Functionality included: a) An ATS for users who don't have their own ...
Hello.I have train/image, train/groundtruth, val/image, val/groundtruth folders including images and labels. Images are 3band RGB and labels range is 0-1. The aim is detect non-ground points. Before i implemented morphological filters to find non-ground candidate places. Then i want to train FCN with initial pixels. After the FCN i want 224x224 image,non-ground pixels set to 1 other 0. Here is example image and labels.
I need a proficient freelancer who can help me analyze my application logs to detect any potential security breaches. Key Requirements: - The primary task is to identify any signs of security breaches within the IOS logs. - I prefer to receive the analysis report in a PDF format. Ideal Skills and Experience: - Expertise in log analysis, particularly with application logs, is a must. - A solid background in IT security and experience with identifying security threats in log data. - Ability to present the findings in a clear and understandable manner in a PDF report. Your work will be pivotal in ensuring the security of my application.
Need a Plugin/App to Transfer Google Sheet Data to Database via Webhook URL Description: We are looking for a skilled developer to create a custom plugin or app that seamlessly transfers data from a Google Sheet to our database whenever changes occur. The plugin/app should be able to detect any modifications in the Google Sheet and trigger the transfer process automatically. The data transfer should be facilitated through a webhook URL provided by us. Requirements: 1. Develop a plugin/app compatible with Google Sheets that can monitor changes in real-time. 2. Implement functionality to extract data from the Google Sheet and send it to a specified database via a webhook URL. 3. Ensure the plugin/app is secure, efficient, and scalable. 4. Provide clear documentation and instructions ...
...change layout seem to be pushed to the right and not full visible. Enhancements: 1. Search filter improvements: a. Scrollbar should not show but appear when mouse is in the left pane. Go to Bing shopping webite and enter search for "laptops", scroll down past the Ads (top two rows) and observe what happens when you scroll the down on results. The filters do not scroll but there is also no visible line or scrollbar. Now you move your cursor over the left pane (left pane scrollbar appears) This is exactly how we should implement for b. Scroll bar should be a little thinner, maybe 10-13 pixes when it appears and light gray color - (on all browsers - Chrome, Firefox, Safari and Edge.) - please add comment on the scrollbar color so we can change if we...
I'm looking for a WordPress expert to assist me with integrating a scroll-based pop-up on my website. Key points: - The primary goal of the pop-up is to share an important message. It should be strategically placed to engage users as they scroll. - The design of the pop-up shouldn't be fully customizable; I'm looking for a standard design that's effective at drawing attention without being too invasive. The ideal candidate should have: - Strong experience with WordPress and pop-up creation. - A good eye for design to ensure the pop-up is engaging. - The ability to implement the scroll-based trigger effectively. Looking forward to working with you on this project.
...features I require include: - Fast loading - Google page speed check has to be 100% for both desktop and mobile - The page is image heavy, hence has to lazy load images correctly - Menu has drop down images heavy. Accordingly loading should be only on mouse over and not interfere with rest of page load. - First part of the page should load very fast. - Listing of rest of the page should re-fresh on scroll. - Listings are fetched from mysql db on aws server. - User-friendly dropdown menu design - Solid understanding of interactive elements The ideal candidate should have a strong portfolio involving Laravel development and responsive web design. Familiarity with creating interactive and user-friendly dropdown menus will also be essential. Please provide relevant experience in yo...
...io/v3/b7fd91f9-abd3-46a9-b48f-6ee4aa0945b7 and save location if user goes offline Screen 2: - Display a representation with icons where each one represents a day of the week (similar to lessons in the Duolingo app), separated by week, until the total number of days selected by the user is total, counting from the day it started*. Complete and incomplete days have different icons. - When opening, scroll to the current week. - When clicking on a day, ask in modal “Completed? Yes No". - If yes, change the icon (yellow) and add 2 coins to the user. - Save this data in a local database. - When clicking on a completed day, only show the message “completed”. - When clicking on a day, if it is a date in the past or future, it will only show the messag...
I'm dealing with a persistent virus and malware issue on my WordPress website. Despite running a security plugin, some issues still linger. To clarify, the tasks I need assistance with are: - Detect and eliminate the remaining virus/malware threats - Ensure the removal is comprehensive, with no residual issues - Update the outdated newspaper theme of the website () Help reinstalling/updating plugins - Sabai Business Directory (keeping existing categories and businesses in the directory) - The ideal freelancer for this job would have
I am in need of a proficient C++ programmer who can create a software for Windows operating system that will effectively detect specific events when a USB device is plugged in. Registry Scrubber Key Features: - The software should monitor and identify the type of device that is connected to the USB port. - It should have capability to store this device data and send using RS-232 to an external MCU - It should also detect and monitor when a device is removed from the USB port. Skill Requirements: - Proficiency in C++ programming. - Experience in developing Windows-based applications. - Understanding of device interaction with Windows OS via USB. - Previous experience in creating device detection software would be beneficial.
...various designs. - Adjustable animation speed. This feature will allow me to control the flow and time of the animation experience. - Support for different handwriting styles. Though I don't have specific styles in mind (like Cursive, Calligraphy, Print, etc.), the component should be versatile enough to handle various handwriting styles. The triggering of the handwriting animation should occur 'on scroll.' This means, as the user scrolls down the page, the handwriting animation effect should start playing. Hence, some experience with interaction UX would be advantageous. Ideal candidates will have strong experience in React component development and animations, and a keen eye for detail. Knowledge and mastery of UX principles, especially in the area of animation...
...React components are missing, then add the missing imports according to the importsMapping. Example 1: if a code is this: export default function App() { return <div> <Box>some content</Box> </div>; } the function should detect that an import of Box component is missing, and it should look at the importsMapping["Box"] to get an import to add to the file example 2: if the code is this: import {Box} from "@mui/system"; export default function App() { return <Stack> <Box>some content</Box> </Stack>; } the function need to detect that Stack is missing and in case the importsMapping["Stack"] will return "@mui/system" The final output of the function ne...
I'm in need of a cybersecurity expert who can delve into the source of a family cyberattacker's activities. The attacker has been visiting multiple internet platforms and spreading slanderous content targeting my family. It's a sensitive situation, and I need to uncover the identity of this cyberattacker....into these services to identify the true IP address or location. - **Privacy and Legal Compliance**: It's crucial that you respect privacy laws and follow ethical hacking guidelines. This investigation will be used to take legal action against the cyberattacker, so maintaining evidence integrity is imperative. I have already reported this to the authorities, but I need expert assistance to help detect and potentially prosecute this attacker. Your help in this...
I need a YOLOv9 face detection model trained for surveillance purposes. It's crucial that the model is optimized for high accuracy, even if it means that it may run slightly slower. Key requirements: - The model should be based on YOLOv9. - It should be trained to accurately detect faces in both indoor and outdoor environments. - Additionally, it needs to be able to detect people and vehicles. The final model needs to be suitable for both indoor and outdoor surveillance, which will require a good balance between accuracy and processing speed. Ideal skills for this project include: - Proficiency in YOLOv9 and related technologies. - Experience in training models for surveillance purposes. - An understanding of optimizing models for high accuracy without significant l...
...Chart to match against. Please submit your APP upon completion. The winning APP should be one that can accurately match the jpg. picture to the Legend. Problems Since the pictures are taken from an iphone, some pictures may lack clarity or may display ‘yellow or orange’ ambiance lighting that may affect the true color of the picture. The APP must be able to ignore the orange/yellow tint to detect the correct color. Key requirements: - The program must allow users to upload photo from their iphone for color matching. - The color match program must have adjustable tolerance to ensure accurate results. - The APP/program should be user-friendly and intuitive. Ideal skills and experience: - Proficiency in IOS app development, specifically for photo editing and col...
I need a robust AI solution that focuses on detecting people indoors based on CCTV Key Requirements: - The primary purpose of this project is object detection, with a focus on identifying and counting people. - The solution should be tailored for indoor environments, ensuring that the detection is reliable and accurate in such settings. ...reliable and accurate in such settings. Ideal Skills and Experience: - Strong background in AI, particularly in object detection and recognition. - Prior experience with similar projects, especially those involving people counting. - An understanding of indoor environments and the challenges they might pose for object detection. The goal is to have a system in place that can accurately detect people indoors, aiding in various app...
I am currently seeking an Arduino expert to enhance a project focused on indoor people detection. The primary objective involves refining a photoelectric sensor system. Key project requirements are as follows: 1. Specific functionality: The system must accurately detect and identify individuals within an indoor environment. 2. Sensor sensitivity: The sensors should effectively detect people while minimizing false positives caused by small, irrelevant objects. The ideal candidate for this project should possess: Extensive experience in Arduino-based development, particularly with photoelectric sensors. Proficiency in testing the system for accurate people detection and troubleshooting any potential issues. Knowledge of human body detection algorithms and sensor tuning woul...
Kotylin and JAVA engineer is wanted for crypto wallet. 1. Detect the location in the files where connection information to DB is defined and analyze how app and DB are connected. 2. Change DB name and password on app and DB sides without causing any trouble and make the system work.
...using the product numbers and or product name (TRS Direct Sheet) to match the size dimensions in the other sheets as highlighted via colored columns (must match colors) Sheet format cannot be moved or changed or altered in the cells already published on the 2 sheets as listed only the DATA MASTA it effects the upload process. area highlight pink no information or changes to be made or added please scroll through to observe existing pink cells. Here's a detailed breakdown of what you should bring to the table: - Strong proficiency in Excel, specifically with data matching - Attention to detail, ensuring all data are correctly matched - Capacity to update the existing files instead of generating new ones Please note that this task requires a good understanding of Excel data ...
I need a website template written in raw html, css and js (no third party library). The websit... The website has responsive menu (look at the attachment to see my design) : - The menu item can be a leaf item or parent item that will show subtitems if clicked. - Clicking menu item/subitem will show the corresponding content. - The menu is placed on right side in the desktop and on top under image header in mobile. - The image header and menu should always be shown even when the page is scroll down - The menu has background color in desktop and transparent bg on mobile What you have to do: - Create the website - Use some random image for the image header - Create a div with text 'Item1', 'Child1', 'Child2', 'Item3', 'Child3', ...
I require proficient help for an image processing project. The main objective is to detect conditions like diabetic retinopathy and cataracts in images. Development needs: * Recognise the mentioned conditions using Python, MATLAB, or LabView. * Implement and optimize neural networks, machine learning principles and image segmentation techniques. * Enhance images to increase detection accuracy. Skills & Experience Required: * Proficiency in Python, MATLAB, and LabView. * Sound understanding of neural networks and machine learning principles. * Solid skills in image segmentation. * Previous work in medical image processing, especially in ophthalmology, is a plus.
vb 2012 video and sound recorder. Auto record to file when motion/sound is detected. Auto save file if no motion/sound is detected for 5 seconds. exe File must be compact and small and not dependent on other dll or ocx. Auto detect existing cam and video device on PC. I should be able to compile it on my PC. Note there are a lot of samples on Chat GTP.
vb 2012 video and sound recorder. Auto record to file when motion/sound is detected. Auto save file if no motion/sound detected for 5 seconds. exe File must be compact and small and not dependent on other dll or ocx. Auto detect existing cam and video device on PC. Note there are a lot of samples on Chat GTP.
I'm looking for a skilled developer to assist with a couple of tasks on my WordPress website. Key Requirements: - Removal of an existing scroll bar that's causing issues on the site. I've been unable to locate it through the front-end and require your expertise to find and eliminate it. - Enhance a button to scroll to a specific section of the page. The button should smoothly navigate the user to the designated section, enhancing overall user experience. The project's specifics: - The website is built on WordPress. It's important that you're familiar with this platform and can navigate its structure to make these changes. - While I can provide access to the admin panel, I don't have access to the hosting account. So, all changes should be...
Hello, I'm experiencing some issues with my SSL certificate table on my website, particularly with it not loading correctly. So I have a SSL Certificate table that is loaded from tabs. The tab area works without any issues. The problem that I am faced with is that if you take a look at the table directly below the tabbed area you have to use the scroll bar to view all the information in the table. I do not want to use the scroll bar to go across the screen I want it all in view. Please take a look and tell me how to move all the text so that it all in a table that can be viewed without any scrolling. Any questions please ask and I am more than happy to discuss this is if there is anything you don't understand please ask. Please don't quote on the job a...
...able to analyze the game, in which I do the following: - New analysis - Insert Date, Home and Away Team, level, competition (Camp., Cup, Phase X...). OK - In the future, you should alternatively choose an existing game from the previously created statistics. - In the analysis I must include a link to the YouTube video - I should be able to stop the video and insert a NEW annotation, which will detect the time the video is in, save it and allow me to add text - It should be possible to add multiple annotations to the same game video - In each new note you must record the analysis - If you do not insert video, there must be a text box to describe the game - There should then be a page that allows me to click on the various notes in this analysis and the video jumps to the right tim...
I'm in need of a talented UI developer with advanced skills in HTML and CSS....Requirements: - Advanced proficiency in HTML and CSS. - Experience working with modern design styles. - Full time freelancer preferred. -Only individual freelancer not a company -Long term work We will start with this small work so please share your prices to do this: -It needs to be responsive -Its scroll feature should work: Top-bottom and vise versa -It should support these browsers: Chrome, Microsoft Edge, Firefox, and Safari -It should be div based only -Design and html should match 100% From our side there will be always support and no much pressure only need quality work as we are a German based company.
...entry tasks in Excel. The primary responsibility will be to input data such as names and addresses into an Excel spreadsheet. Key Responsibilities: - Inputting basic data into Excel spreadsheet Furthermore, the project requires data verification. This means ensuring that the data has been accurately entered. You will be required to cross-reference the inputted data against the source material to detect any discrepancies or errors. Ideal Skills & Experience: - Proficient in Excel - Attention to detail - Strong data entry skills - Familiar with data verification processes - Previous experience in basic data entry This project is quite straightforward, but precision and accuracy are essential. The successful candidate will be someone who can work meticulously to ensure the...
Configure Google analytics events and goals to track the following: - Contact form submission (3 forms on site) - Video Play (Hosted on Vimeo, embedded in site) - Events for key page views, tab clicks, % of scroll -Create a report to determine the goals by UTM parameters and sources -Review any questions we may have on the implementation Website is Wordpress based, forms are made with the WP Bakery form builder. Start your bid with your favorite fruit to confirm you've read the details of this short project.
...presence is becoming increasingly important. However, we have incorrect information and unexpected duplicate listings that need to be removed. We also came across some black hat techniques that we do not consent to and would like those eliminated as well. This is where you come in. Main Responsibilities: - Conduct comprehensive Google citation cleanup - Correct any incorrect information found - Detect and remove duplicate listings on Google - Identify and eliminate any black hat practices Ideal Skills and Experiences: - Proven experience in performing citation cleanup on Google - Familiarity with the retail industry is a must - Knowledge and understanding of black hat techniques - Attention to detail to ensure all incorrect info and duplicates are properly addressed and c...
