Automatic object detection matlab işler

...This website's primary purpose is to sell aftermarket vehicle accessories. Therefore, the platform must be designed to facilitate easy browsing, product selection, and checkout. - Select accessories based on Car Make, Model, Varient and Year filters needed. - Inventory Management: I plan to sync my product inventory with a supplier's database. This means the site must be capable of handling automatic updates and stock levels. - Payment Methods: I intend to offer Credit Card Payments, UPI, and Debit Card payment methods on the site. Ideal Skills and Experience: - Proficient in Woocommerce: You should have a strong background in working with the Woocommerce platform, with a focus on e-commerce design and development. - Inventory Management Expertise: Experience in integ...

I am in need of an experienced Vue.js developer who can quickly fix my Vue 2.6 application. When I click on a button to go to another page it works fine in development but when I deploy it gives a 404 error. I need this fixed as fast as possible. When you respond to this posting please put "I CAN DO IT" at the beginning of your bid. I don't want to waste time with automatic bids that nobody answers. And please bid honestly and not low ball then ask what's your budget. I will upload the project when I find a person

I need an experienced engineer to design a Python-based program for a two-axes programmable motion controller that can be integrated into our food processing machine. Key Responsibilities: - The program should support speed control and position control functions. - The system should also feature an automatic reset. Ideal Candidate Skills: - Proficiency in Python programming language - Previous experience in motion control programming - Familiarity with the dynamics of mixing and blending systems in food processing The controller will be used for a mixing and blending system. Please bring any experience that could be relevant to this task. Your expertise is very valuable to us.

I need a professional to connect my OAK PoE camera with a Raspberry Pi 5. I have the camera working perfectly fine on my DELL computer. However, I'm unable to use the camera with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip instal...

I need a professional to connect my OAK PoE camera with a Raspberry Pi 5. I have the camera working perfectly fine on my DELL computer. However, I'm unable to use the camera with my Raspberry Pi 5. This is what I've done so far. 1. I first installed the pip3 and Python 3 Virtual Environment by running. - sudo apt install -y python3-pip python3-virtualenv 2. I then created and activated the Virtual Environment by running. - python3 -m venv projectsenv - source projectsenv/bin/activate 3. Then I installed opencv while inside the virtual environment - pip3 install opencv-contrib-python 4. After that I installed the depthai dependencies for Linux (still in the environment) - sudo wget -qO- | bash 5. Then I installed depthai (still in the environment) - python3 -m pip instal...

...execute an AI-based Android app meant to perform tasks such as image classification and face recognition. An integral requirement for this role is proficiency in the integration of JNI C++ libraries. The foundations of the project include: - Development of an app compatible with Android phones - Integration and enhancement of machine learning algorithms into the app - The app must process object detection & tracking tasks using machine learning The ideal candidate should have: - Prior experience in Android app development - Strong knowledge of machine learning - Proficiency in the integration of JNI C++ libraries Integral to success in this project is a developer's ability to balance technical machine-learning objectives with user-centered design principles....

I need a proficient Matlab Simulink professional to simulate the current production in a semi-truck's solid oxide fuel cell. This should take into account multiple variables, specifically: - Temperature - Pressure - Fuel flow rate These should be varied at high levels in the simulation. With a requirement for medium precision, the model should sufficiently represent the real-world scenario without too much granularity. The goal is to understand how these variables affect the current production. The ideal candidate should have a strong background in thermodynamics, system simulations, and Matlab Simulink. Experience in solid oxide fuel cells and vehicular simulations would be a significant advantage.

Productbrochure / Productcatalog Hello, we have technical Products here in Europe and search a solution for Productbrochure and Productcatalog as PDF output. I have worked before with Microsoft Publisher, but I search a solution for 2 Catalogs. First Catalog with small products and easy products with photos, details, part number, price for automatic publishing via a Excel File and the second Version is a Catalog which i must make with a software manuell/self, because very strong products, which are not possible to create via excel, only a catalog as information and .... have you a easy and good solution for us, that we can change weekly the products because we add every week 10-50 new products in our excel / erp / website and in the brochure than. But we need a easy software whic...

I am seeking an expert with proficient skills and experience in Artificial Intelligence, Machine Learning, and Data Analysis for the purpose of publishing my research paper in the Expert Systems with Applications Journal. My work utilizes Deep Learning to address Suspicious Action Detection from Surveillance Videos. The ideal candidate should have superb understanding of Behavior Recognition, a technique pivotal to my paper. In this task, the set objectives include: * Editing and proofreading the paper meticulously * Ensuring the subject matter is communicated clearly and effectively * Submitting the paper to the Expert Systems with Applications Journal * Ensuring all the Journal's publishing guidelines are followed diligently Applicants are invited to submit their bids alo...

I require a skilled contractor to integrate an existing API from an unspecified shipping carrier into my Prestashop store. This integration would enable automatic interaction between the carrier and my store. The key functionality sought is for the automatic posting of customer orders to the carrier's system and the subsequent status update in the Prestashop system whenever the carrier adjusts this status. What I expect from freelancers: - Past work details should be included in the application to demonstrate experience and expertise. Required API Functions: - Customer orders made in Prestashop should automatically post to the carrier system via their API. - Any changes of status made by the carrier should reflect in the Prestashop orders panel. Anticipated Status Cha...

I need add an automatic stock control to Amazon, currently the catalogue is contained on a CSV

...requirements for the project: Project Objectives: 1. Script Functionality: - Automatically fetch Arabic text from a specified Twitter account and insert it into Column B of a Google Sheet, starting from Row 2. - Retrieve and insert links for images and videos associated with the tweets into Columns C, D, E, and F respectively. 2. Automation and Updates: - The data retrieval process should be automatic and occur in real-time, ensuring the Google Sheets document is updated continuously, irrespective of whether it is currently open. - Include functionality to fetch tweets within a specific date range through an added menu in Google Sheets. 3. Data Integrity: - Ensure that existing data in Column B is not overwritten, preserving manually entered or previously fetche...

...experience in scraping product-related information from e-commerce sites is essential, with proficiency in Scrapy being crucial for accurate and efficient data extraction. Data Handling: Ability to ensure accuracy and consistency of extracted data. Familiarity with different data formats is advantageous. Dynamic Scraping: Navigation logic for all categories must be contained within the scraper and be automatic, ensuring dynamic updates. Deliverables: Both the spiders and a data sample should be delivered Benefits: Gain experience in scraping e-commerce data and working with Scrapy. Possibility of ongoing work for successful completion. Timeline: Expected completion timeframe. Less than 2 days. Communication: Feel free to ask any questions or seek clarification before submitting ...

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...and service aspects of my heavy-duty truck fleet. The system should be able to accomplish the following: - Maintenance Scheduling: Implement a robust maintenance scheduling system to ensure timely servicing of trucks. Print report of due data - Inventory Management: Inventory control for trucks list, spare parts, ensuring they're available when needed. Warn when low count, - Service Reminders: Automatic reminders for upcoming services and maintenance checks. - Reporting and Analytics: Provide detailed reports and analytics for performance evaluation and decision-making. - User Roles: Multiple user roles - for fleet owners, store manager, service technicians, and drivers. - Parts Management: An efficient and effective spare parts management module. Ideal Skills and Experien...

I'm looking for a professional who can develop a Pine script for me that will generate buy/sell trading signals on cryptocurrencies and any other stock or commodity market based on the diversion concept. The deliverables should give me the ability to change the indicator equitation or parameter as i want to toon up the peaks and valleys detection. also he should include the testing and functioning of Pine Script code and Elements to ensure its accuracy in generating Buy/Sell signals. Ideal candidates will have: - Familiarity with TradingView platform and Pine scripting. - A good understanding of trading signals and indicators. - Proven experience with cryptocurrencies and their market trends.

...maximum area coverage and efficient running of the software. 1. Make sure Deep Stack AI is installed on all the cameras to detect motions for only Humans, Machine Movements, Vehicles, Trucks from 50% confidence level 2. For cameras pointing outside the yard perimeter, to create detection zones, i.e. people walking close to the perimeter fence and ignore cars in the main road 3. Ensure settings for recording, is only clips during AI motion detection, no recording at all when there is no motion detected 4. Set the detection clip video file format to MP4 and ensure all playback functionalities are working 5. Ensure all MP4 video file clips are copied to a Network Attached Storage device (NAS) once a day at midnight and are properly tagged with Client ID, camera ID and ...

I am looking for a C programmer to develop a simple keylogger detector specifically for Windows and Linux oper...be on my personal computer. Key Features and Tasks: - The detector should be capable of detecting and alerting keyloggers' presence on the computer. - The detector can have minimal ui. - the detector can only have manula scanning. Ideal Candidate: - Knowledgable in C programming with significant experience in system security programming. - Familiarity with keylogger behaviors and effective detection methods. - Prior experience in developing security software for Windows and Linux operating systems. The end goal of this project is to ensure my personal computer is fairly safe from keyloggers. Looking forward to working with a skilled and experienced professional...

I'm seeking a versatile freelancer to develop an object detection-based localization project. The primary aim is to identify, track, and precisely determine the location of a mobile robot, with a focus on real-time continuous tracking. - Key Tasks: - Develop an object detection tool for a mobile robot - Ensure a high degree of accuracy in real-time continuous tracking - The system will function in an indoor environment Ideal freelancer needs to have skills in robot motion algorithms, machine learning, and a deep understanding of complex robotics-related technologies. Experience in indoor robot localization is a must.

i want to design a logo for project managment software the namek is : Tasky colors is blue Do not use the the ward as a name create an object beside the name and use 3 levele if the color logo should be modern do not copy logo from search engine

I need assistance from a skilled professional who can efficiently convert a DXF/DWG 3D object to STP/STEP format. The primary intent behind this conversion is to perform Finite Element Analysis (FEA). Essential Requirements: - Your work must be compatible with SolidWorks. - The detail level in the converted model should only be basic. Ideal Skills and Experience: - Proficiency in DXF/DWG and STP/STEP formats - Experienced in 3D object conversion for FEA - Familiarity with SolidWorks software You are expected to make the model ready without any issues hindering the analysis process. Your ability to convert 3D objects quickly is highly valued in this task.

I'm seeking an experienced MATLAB expert to assist in developing a strategic plan for optimizing battery usage. This project involves creating a comprehensive, data-driven strategy to maximize the performance of a battery system while extending its lifespan. Key Responsibilities: - Assist in identifying the primary goal of the battery usage strategy (maximizing battery life, maximizing performance, or finding a balance between the two) - Utilizing MATLAB to analyze historical data, develop mathematical models, and simulate various scenarios to determine the most effective battery usage strategy - Collaborating with me to understand the specific device or system the battery is being used for, and tailor the strategy accordingly - Providing an actionable, detailed plan fo...

I'm urgently seeking a proficient Android app developer to create a one-of-a-kind dialer app. I need a custom dialer app. My requirements are: Access to device's contacts, browse and search through contacts list within the app, Automatic disablement of default phone dialer or any other dialer apps upon installation,Unique call duration calculation starting at 50 seconds, incrementing by second for each second of the call, and Visible display of call duration during an ongoing call Ideal skills for this job: • Solid background in Android app development • Experience in creating dialer apps or similar • App design proficiency • Excellent time management skills • Strong problem-solving capabilities • Ability to work to tight deadlines • St...

...a daily newsletter of advertisements to users according to the categories entered during registration, the last 10 advertisements at a certain time of day. It should be possible to enable/disable this newsletter from the admin panel * Create in the admin panel the ability to enable/disable automatic sending of invoices * Change the error text when entering incorrect login information on the site * Configure sending an email to the user after granting access to the site * Add a function for automatic publication of advertisements with a check for the presence of contact information in the advertisement. There should be an option to enable/disable this function in the admin panel. * Set a password on the accounts page in the admin panel and on the server on the database...

I need a word document translated from English to Russian as soon as possible. The file has 800 words. Need high quality human translation only. Google/AI or automatic software works are not allowed and will be rejected. Need the translation back in word document format maintaining the formatting and layout of the source file. I would also need an excel sheet prepared, with source texts in column A and translation column B. Need this to be done within 5-6 hours of awarding the project. Bid only if you are available to do it now. Price: 12 CAD fixed. Deadline: 5-6 hours max Don't bid if you don't agree the price and timeframe. Thanks!

I am looking for a skilled developer or team to create a Python program designed for the efficient detection of surface defects on railway tracks. This tool is essential for ensuring the safety and operational efficiency of rail network covering high-speed and freight tracks. The program needs to be robust, capable of real-time defect detection and analysis, and capable of generating maintenance recommendations. Requirements: - Develop a Python program capable of converting video to images and image enhancement through filter and noise reduction. - It should capable of labeling of images and recognizing various surface defects including cracks, wear, corrosion, fractures, head-checks, wheel burns, rolling contact fatigue (RCF) defects, spells, squats, shelling, and flaking....

...admin and user accounts. Ensure all pages of the site are fully functional and debug any issues. Integrate and test the payment gateway to ensure smooth transactions. Develop a robust chat system that allows users to communicate effectively within the site. Set up and troubleshoot an SMS notification system using the Twilio API. Create a feature for sending contact verifications via SMS, with automatic data storage in both admin panel and user dashboard upon login and verification. Enhance site security to protect user data and prevent unauthorized access. Embed video content from Vimeo in a way that conceals the source from users. Display text lessons clearly and ensure all content is accessible. Add a system for users to request access to all lessons, which sends notifications ...

Technical Report of automatic tyre inflation system. Need people who have worked in the same

...first with working code, wins. The gui for the python code is up to you but maybe it could work well if I can have section one establish focus on right scrolling panel and ignore the left panel. Second section: because this is sendkeys basically we will use the keyboard to navigate. A text box stating how many tabs until we get to the first web object button to select, Then a second text box to state how many tabs to until we get to the 2nd web object button to select and so on for 7 buttons total. Each of the seven buttons should have an option next to the number to show that it is the last button be pushed and it is either selected or blank. If it is selected then it is designated the last button in the sequence and it waits for the webpage to cycle and refresh then...

I'm looking for an expert specialized in Computer Science (CS), Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with e...Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with emphasis on Renewable Energy Integration. This will require: - Profound knowledge of Computer Science, Electrical and Mechanical Engineering concepts - Expertise in dealing with Power Systems, specifically Renewable Energy Integration into Power Systems - Tools Matlab, Python - Algorithms development Expect your assistance to be comprehensive, covering all bases to ensure outstanding outcomes. Your bid should demonstrate your expertise ...

I'm currently in need of a proficient developer who can create an automated tool which can secure, efficiently execute, and dispatch BEP20 tokens to an extensive user base. Key Requirements: - Capable of dispersing BEP20 tokens to 15,000 users, each in isolated transactions. - Fitted with an automatic transaction feature. - Incorporates password-protected verification. The perfect candidate: - Proven experience creating similar tools. - In-depth knowledge of BEP20 token transactions. - Skill-set in automation and security measures. This high-volume transaction requirement necessitates a developer who can provide a robust, reliable solution. If you're a seasoned developer with the required skills for building this tool, please submit your bid.

... - Comprehensive functionalities to set up and manage tournaments, effectively track individual participants, and simulate races. - A mechanism to record and sort race times—ranging from fastest to slowest—post-race. This should seamlessly transition into forming divisions or groups. - An efficient system to perform random draw assignments for participants across different race categories. - Automatic placement population after the times are sorted and standings are finalized. - Accurate computation and allocation of prize winnings at the end of each race. Ideal freelancers for this project should be equipped with strong programming skills and experience with creating administratively focused software applications. Familiarity with horse racing and its unique parame...

I've got around 50 image folders with less then 1000 files in jpg format, each with GPS metadata. I need an expert to convert this metadata into Google Earth points. Key requirements: - **Automatic Generation:** The points should be created by extracting metadata from the images, not manually added. - **Output Format:** I need the final points to be saved in KML format, for easy integration into Google Earth. - **Quality Assurance:** Accuracy is key, the points should correctly represent the image positions. They will be broken into 3 colours depending on the date they were taken, the data is in the folder name and file name. Ideal Skills: - **GPS Data Handling:** Understanding of how to extract and work with GPS metadata from images. - **Google Earth Proficiency:** ...

I need a word document translated from English to Russian as soon as possible. The file has 800 words. Need high quality human translation only. Google/AI or automatic software works are not allowed and will be rejected. Need the translation back in word document format maintaining the formatting and layout of the source file. I would also need an excel sheet prepared, with source texts in column A and translation column B. Need this to be done within 5-6 hours of awarding the project. Bid only if you are available to do it now. Price: 12 CAD fixed. Deadline: 5-6 hours max Don't bid if you don't agree the price and timeframe. Thanks!

I need a word document translated from English to Simplified Chinese as soon as possible. The file has 800 words. Need high quality human translation only. Google/AI or automatic software works are not allowed and will be rejected. Need the translation back in word document format maintaining the formatting and layout of the source file. I would also need an excel sheet prepared, with source texts in column A and translation column B. Need this to be done within 5-6 hours of awarding the project. Bid only if you are available to do it now. Price: 12 CAD fixed. Deadline: 5-6 hours max Don't bid if you don't agree the price and timeframe. Thanks!

I am seeking an ex...computer generated bill some people can change the amount, name, address sections and submit. This model should able to detect all those tampered PDFs with minimum false positives. Do metadata analysis QR code reading in the receipt and validation Key Responsibilities: - Develop a fraud detection algorithm using Python. - Test and tune the model for maximum accuracy. Ideal Experience and Skills: - Proficient in Python programming. - Proven experience in creating algorithms, preferably in fraud detection. - Ability to demonstrate relevant past work. Applications without showcasing relevant past work will not be considered. I encourage you to include detailed descriptions of previous projects, highlighting how your expertise in Python would add value...

I'm in need of a complex script that combines SMC schools, ICT schools, and commercial use elements into a single Tradi...script development - Understanding of SMC and ICT trading methodologies - Knowledge of classic trading indicators and strategies - Ability to create clear and user-friendly script documentation Experience with liquidity tables and Vortex editing would be an advantage. Please only apply if you are confident in your ability to meet these requirements. For clear information Smc and ict also automatic fibonacci +trend channel + trend lines with SR liens + stock and crypto and forex liquidity table+ dashboard table with major information from rsi and Vortex also macd and Ema 50 also Ema 200 + trend status with multiple frames all in one with control panel can...

...context of developing algorithms for music programs. Key project details and requirements: - The primary goal of this project is to create an algorithm that can be integrated into a music program. - The algorithm should be able to perform beat detection and analysis, separate the voice from the music, and automatically generate lyrics as the song is played. Ideal candidate should have: - Proven experience in machine learning and AI development, with a specific focus on music-related projects. - Proficiency in developing algorithms for beat detection and analysis. - Skills in voice separation from music in real-time. - Capabilities in natural language processing for lyric generation. This is a challenging and exciting project for a skilled AI developer with a passion for...

I'm looking for an expert web developer to implement a multilingual feature on my website, with automatic currency conversion capabilities. Below are the specifics: - **Language and Currency Conversion**: The developer should setup a language selector that corresponds with specific currencies just as it is on Footshop.pl. This will allow my website visitors to choose their preferred language and see prices in their local currencies. - **Currency Update Feature**: The currencies should be updated regularly to reflect the current exchange rates. You should be able to leverage both fixed, real-time, and custom conversion rates. - **G|Translate Service Integration**: I desire to have the translation service on my website powered by G|translate service. Ideal freelancers

...of photos that require professional enhancement. The main need is to adjust the brightness and contrast to make these images pop. Additionally, I need help removing an object from each image. Key requirements: - Brightness & contrast adjustment: The images need to be enhanced, ensuring they are visually appealing and high-quality. - Object removal: Each photo has an object that needs to be seamlessly removed from the background. - Output format: The final images should be delivered in JPEG format. Ideal skills for this project: - Photo editing expertise: You should have extensive experience in photo enhancement and object removal. - Attention to detail: The ability to execute these enhancements with precision is crucial. - Time management: Delivering hi...

...is to create an Android Application that effectively manages student attendance. This software should offer functionalities such as: 1. **Manual Entry:** The app should allow teachers to manually enter attendance data for the students. This means user-friendly interface is key. 2. **Automatic Notifications:** The system should have the capability to automatically send notifications to absent students. The notifications should be programmed in such a way that as soon as a student is marked absent, an automatic notification message will be triggered to the student. 3. **Attendance Reports:** The app should generate comprehensive attendance reports, providing insight into the students' attendance habits. These reports should be easily accessible and user-friendly, gi...

I'm seeking a proficient Photoshop expert whose main task would be to remove the background from my high resolution (300 dpi or above) images. Here's what I need: - Remove original background from given photos - Ensure edges are smooth and object in focus remains intact - Optimal adjusting of color and contrast post background removal - Insert a simple placeholder background in the interim The perfect candidate should have skills in Photoshop or similar software, with a strong focus on detail and an impressive portfolio showcasing past projects of a similar nature. Note that the ability to efficiently handle high-resolution images is a must for this project.

...successful project. - Compliance with all health and safety, quality assurance and all other company policies and procedures. - Commissioning PLC controls, carrying out I/O checks, motion checks and support troubleshooting. - Reporting progress and accomplishments each day. The system should have: - Data Logging: Ability to record and store data for further analysis and monitoring. - Fault Detection and Diagnosis: Ability to identify issues and provide possible causes for faults. - Motor Control: Efficient control over the motor for optimal operation. Desired Input and Output Parameters: - Pressure: The system should be able to monitor and potentially adjust pressure as needed. - Temperature: Capability to sense and react to temperature changes in the system. - Force: Ability ...

I'm looking for a professional to take my existing dropshipping online store to the next level. Key Features Needed: - Automatic Order Fulfillment: I need all orders to be processed automatically to save time and increase efficiency. - Product Finding & Listing: This is a crucial feature as I want to focus on home decor as my main product category. Supplier Switch: - I initially used AliExpress as the supplier but I'm looking to change this to Auto DS. Auto DS is preferred due to the shorter shipping times it offers. Ideal Skills and Experience: - Proficiency in using Shopify and Auto DS. - Proven experience in eCommerce and specifically dropshipping. - Knowledge in the home decor market is a plus. Please provide examples of similar projects you hav...

I'm in need of a highly skilled photo editor who's proficient in advanced editing techniques. The ideal candidate should be able to perform the following tasks: - **Color Adjustments:** The ability to adjust colors in a way that enhances the overall aesthetic of the pictures. - **Object Removal:** The capacity to seamlessly remove subjects from the images without leaving any noticeable traces. - **Retouching and Manipulation:** Advanced retouching skills and the ability to manipulate images in a sophisticated manner. The edited photos will be used for both social media posts and print materials, so attention to detail and quality is of utmost importance. If you have a keen eye for detail, a creative mindset, and a strong background in photo editing, I'd love to hear...

I'm looking for a polished video editor to enhance a 60-second video. The project entails adding objects, refining lighting and revamping the overall aesthetic. Key tasks: - Adding objects such as racks and decorations - Modernizing the color scheme with neutral tones: white, gray, beige - Completely reimagining the space with a fresh and modern look, including the walls, floors, and racks - There will also be a requirement to upgrade the lighting to complement the new color scheme Ideal freelancers should have: - Extensive experience in video editing - A keen eye for color and detail - Experience working with interior design-style edits - A creative, modern aesthetic - Excellent communication skills to understand and implement my vision precisely. Your portfolio should d...

I'm in need of an experienced freelancer to review my written articles for plagiarism. Key Requirements: - Identify and highlight plagiarized sections: The final report should...an experienced freelancer to review my written articles for plagiarism. Key Requirements: - Identify and highlight plagiarized sections: The final report should clearly point out any copied content within the articles. - Ensure below 5% similarity index: The aim is to eliminate any content that falls above 5% similarity index. Ideal Skills and Experience: - Proven experience in plagiarism detection and review, particularly with written content. - Excellent attention to detail and accuracy in identifying copied sections. - Prior experience achieving and maintaining a below 5% similarity index in si...

I am seeking a skilled professional who can take an existing caffe model and convert it into an efficient object detection TensorFlow model with the following requirements: - Implement the model in Python: As my preferred programming language is Python, the model should be implemented in this language. - Surveillance Application: The primary application of the model is surveillance. This means that the model should be designed to be used in a surveillance context. - Real-Time Processing: The model must process in real-time. This means that it should be able to detect objects with minimal delay, crucial for surveillance applications. Other requirements include: - mAP, F1 Score & FPS Analysis: Provide a comprehensive evaluation of the model's performance through mAP,...

...a daily newsletter of advertisements to users according to the categories entered during registration, the last 10 advertisements at a certain time of day. It should be possible to enable/disable this newsletter from the admin panel * Create in the admin panel the ability to enable/disable automatic sending of invoices * Change the error text when entering incorrect login information on the site * Configure sending an email to the user after granting access to the site * Add a function for automatic publication of advertisements with a check for the presence of contact information in the advertisement. There should be an option to enable/disable this function in the admin panel. * Set a password on the accounts page in the admin panel and on the server on the database...

...TensorFlow model created in Python, specifically for object detection. The model should be constructed from Caffe layers, with a focus on achieving optimal F1 Score, mAP, and FPS. The deliverables of this project should include: - A well-optimized TensorFlow model for object detection, with a clear focus on performance metrics like F1 Score, mAP, and FPS - Detailed technical explanation of the model, alongside relevant code snippets - An in-depth architecture explanation that highlights the transition from Caffe layers to TensorFlow, as well as the reasoning behind each design decision Ideal Candidate: - Proficient in Python and has worked extensively with TensorFlow and Caffe - Prior experience in creating and optimizing models for object detecti...