Object detection algorithm opencv työt

DWG tiedoston koon pienentäminen objekteja "mergettämällä"

As an organization, we aim to significantly boost our network security. Thus, we're seeking a skilled professional capable of: - Configuring firewall - Implementing an effective Intrusion Detection System - Establishing secure remote access Unfortunately, we skipped out on specifying our preferred secured remote access service and the size of our network infrastructure during the initial stages. However, we encourage applicants to be fully versatile with VPN, SSH, RDP, and to be equipped to handle infrastructure of various sizes. Prior experience with these areas will be advantageous. Do you have what it takes to help us execute a thorough network security overhaul? If so, we want to hear from you!

...Python developer to create a security application with robust intrusion detection capabilities. Key Features: - Intrusion Detection: The application must be able to detect and alert me about any potential security breaches. - Log Gathering: I'll need the app to effectively and securely gather logs from IoT devices. - Access Control Management: It should have the ability to manage and control access to the security system. Logging Mechanism: - The application should be able to log activities from sensors and smart home devices effectively. Ideal skills and experience: - Strong Python programming skills, coupled with experience in security applications. - Proficiency in designing and implementing robust intrusion detection systems. - Prior work on IoT devic...

As someone who is experienced in using Photoshop, I need your expertise in removing unwanted people from my picture. Here are the requirements: - Object removal: specifically, the removal of five or more people. - Ensure the main subject remains unharmed and the picture still looks natural post-edit. - Deliver high-quality work, with attention to detail and professional image editing skills. Your prior experience of similar tasks will give you an edge over the others. I'm expecting a seamless finished product.

...should come up with these yourself. Nonetheless you can also draw from one or more ethical theories that we covered as well as the relevant articles that we read. Do not consult outside sources. When referencing the material that we did cover, simply cite the page numbers of which quotes, if any, you draw from them. You should also present objections to your view. Here is an example: "Someone might object that, with strict laws, there won't be any slippery slope resulting in the death of many other patients." And you should present responses to those objections. Otherwise it looks as if you've contradicted yourself! Once you present your reasons, objections, and responses, make sure that you state what your decided view on this is. Here is an example: "I ...

I'm in need of a skilled individual who can design a system that effectively detects overhead power lines. The primary purpose of this system is to prevent accidents from occurring due to the proximity of these power lines. Key Requirements: - Detection Technology: While I'm open to suggestions, I'm leaning towards the use of laser sensors that can accurately detect thin wires. This is crucial as thin power lines can sometimes go unnoticed by traditional detection methods. - Detection Range: The system should be optimized for short-range detection, around 10 meters. This will allow for timely warnings and preventive actions against potential accidents. Ideal Skills and Experience: - Proficiency in sensor technology, particularly laser sensors - ...

...current pinescript strategy into Python code. This strategy uses supertrend and SMA on daily and weekly timeframes. Key Elements of the Project: - The conversion will enable backtesting of multiple stocks in batches. - The intended outcome is to accurately analyze the performance of the strategy across different stocks. Required Knowledge & Skills: - Deep understanding of Python coding and algorithm optimization. - Understanding of financial indicators especially the supertrend and SMA. - Experience in handling financial data for backtesting, including historical stock prices, volume data, and multi timeframe. Note that the exact rules for the long and short entries will be provided once you're selected for this project. Familiarity with Pinescript is highly desired....

...the heights one would expect despite the number of interactions. We believe that the issue lies in the type of interactions considered when determining trends. For this task, we are looking for a professional who can analyze these complexities associated with Twitter's algorithm and adjust it to take into account a wider array of interactions. Ideal skills for this project include: - Strong understanding of Twitter's trending algorithms - Knowledge of the social media landscape, particularly Twitter - Experience with algorithm development and adjustment The end objective is to have our hashtag consider fan posts, official events, and all other types of interactions when determining its trend status. This should, in turn, increase the visibility and ranking of ...

...trading bot, designed to interact with the Robinhood app. Key Requirements: - The bot should operate based on user conditions primarily, with a minor reliance on its built-in algorithm. - After identifying a high point, the bot should immediately sell. - Conversely, after determining a low point, the bot should buy. - The bot needs to establish these high and low points based on a combination of news, average, and RSI factors. Ideal skills and experience: - Proficiency in the programming language/s used by the existing bot - Deep understanding of stock market functionalities - Proven experience in financial algorithm development - Familiarity with Robinhood app integration - Strong analytical skills to map out and incorporate user-set conditions correctly. The end pro...

...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 install depthai 6. Then I cloned the "depthai-python" git hub repository 7. Then I ran the install requirements (still

...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 install depthai 6. Then I cloned the "depthai-python" git hub repository 7. Then I ran the install requirements (still

...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....

...Integration: The successful candidate will need to be able to incorporate plugins into the site for enhanced functionality. Specific Plugins/Integrations: - Payment Gateway Integration: Users may need to make payments on the site, so a secure payment gateway is needed. - Social Media Login Integration: To streamline the registration process and enhance user engagement. - Filtering/Algorithm: The use of filtering or an algorithm to tailor the content to individual users' preferences. Skills and Experience: - Extensive experience in full stack web development. - Proven track record with social networking site creation. - Strong understanding of payment gateway integration. - Proficiency in social media APIs and plugin development. - Creative problem-solving and abilit...

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'm looking for a competent Java developer to assist with the development of several data structures and algorithms. In this project, you will conduct a set of experiments to compare the performance of dictionary implementations that use unsorted arrays vs. sorted arrays. You are given the Dictionary interface () and its implementation class (). In addition, the file contains a list of 10,000 key-value pairs that represent certain measurements. Key Skills: • Expertise in Java programming • Extensive experience with diverse data structures and algorithms • Ability to adapt to fluctuating project requirements Your ability to create powerful, flexible systems with Java will be crucial for this undertaking. Though the specific application hasn't been set, your ver...

I'm looking for an expert to optimize the SEO for my Amazon ads targeting Pet and Equine categories. I particularly need guidance on how best to specifically target these categories. My primary goal for the campaign is to improve sales conversions in this sector. Key tasks include: - Understanding Amazon's algorithm and applying relevant strategies - Researching effective keywords and implementing them effectively - Monitoring campaign performance and providing suggestion for improvements Ideally, you will have substantial experience with Amazon SEO and a proven track record of improving sales conversions. Experience with the Pets and Equine categories will be an added advantage.

As part of my project, I require a thorou...require a thorough analysis of the Sequential Search algorithm. Key Requirements: - An understanding and calculation of the time complexity under all cases: worst, average, and best. - Assessment of the algorithm when working with all types of list: sorted, unsorted, and randomized. The ideal candidate should possess strong problem-solving abilities, excellent mathematical skills, and a deep knowledge of algorithm efficiency. Proficiency in the use of mathematical induction to prove the correctness of algorithms is highly desirable. Your task will revolve around the comprehensive evaluation of the Sequential Search algorithm, making this role perfect for those seeking to apply and grow their knowledge in computer ...

I'm in need of a professional Android developer to create a robust server application which will connect to multiple Android clients. This application will essentially implement the Greedy bin packing algorithm, and take care of two specific tasks: - Computing the Greatest Common Divisor (GCD) of a given set of numbers - Counting the number of characters in a file The main requirement for this project is to accurately measure the time taken to complete the entire process, including sending a file from the client to the server, computing the tasks, and returning the results to the clients. Ideal Skills and Experience: - Proficient in Java and Android app development - Strong understanding of networking principles and multi-client server applications - Experience with impleme...

As a business with diverse inventory, I am in need of an application to generate unique SKUs, track their usage, and store pertinent SKU information. A distinctive facet of the project will be the creation of a custom format SKU algorithm incorporating department codes, which will ensure efficient identification and organization on our part. As such, a freelancer with a background in inventory management systems or similar projects would be advantageous. This job will require: We have a convention to follow for creation of the SKU IDS. Furthermore I want the ability to add product images at the time of generating the SKU. - Strong knowledge in application development. - Experience with custom format algorithms. - Understanding of department code incorporation. - Skills in SKU usag...

As a client, I require the expertise of a Python programmer who's adept at scripting. The centerpiece of the project is to write an algorithm for stereo vision and pose estimation. Notably, OpenCV will be the preferred library for this task due to its robust array of features. ArUco markers are being used as objects for calibration. Requirements: - Experience in Python scripting - Ability to write an algorithm for stereo vision and pose estimation - Proficiency with OpenCV Your relevant portfolio that illustrates your competency in the above tasks will be highly appreciated.

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.

...based) should be able to read a video in mp4, mkv, mov format. - The library used for reading the video is not fixed. You can choose from libraries like (e.g. OpenCV, PyAV, or MoviePy, but the solution should be compatible with both Windows and Linux (and mac) - The output should have details of the signal, the different type noises, the common ratios and finally the values ... - the frame number ... - the time position/time code ... - the data detected ...... - e.g. the sharpness and this should be outputed in a JSON file per video file. Ideal Skillset: - Proficiency in Python - Experience with video processing libraries (like OpenCV, PyAV, or MoviePy) - Experiences with OOP (classes and lists) - Familiarity with JSON output format. Milestones: MS1: provide python...

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....

...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 am in need of a specialist to optimize my Amazon product listings for coloring books. The ke...coloring books category. - Proven track record in improving visibility and sales on Amazon with optimized product listings. Your responsibilities will include: - Optimizing the titles, descriptions, and other pertinent details in each coloring book listing. - Suggesting effective marketing strategies tailored to coloring books. - Execute strategies once approved. - Expertise in Amazon's A9 algorithm to optimize listings. Through these efforts, the ultimate goal is to increase the visibility of my coloring books on Amazon, targeting a better ranking in search results, and thereby improving sales. If you have the skills and experience to excel in this role, I would be thrilled to...

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 ad...

I am in need of a dedicated and highly competent professional to maintain an engaging and active presence on my Instagram and TikTok profiles. The responsibilities include: - Content Crea...relevant content geared towards my target audience. - Scheduling Posts: Consistently schedule posts during peak engagement times. - Interacting with Followers: Proactively interact with followers to build a loyal and engaged community. The perfect candidate will preferably have experience in crafting content that appeals to both young adults and parents. Existing knowledge of Instagram and TikTok algorithm and peak times for engagement would be a significant advantage. I look forward to working with a skilled social media manager who can interpret our brand's voice effectively on these gro...

...background in machine learning, specifically in the 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 ...

Implement the given algorithm in javascript and HTML for visualization

I'm looking for an experienced Amazon account manager to handle product listing and optimization as well as inventory management for my...category. Key responsibilities to include: - Ensuring product listings are optimized for search - Keeping up with new pricing trends - Looking for products to outsource and handling their logistics - Regularly adjusting inventory levels to match sales patterns The ideal candidate will have: - Proven experience in managing (and growing) Amazon stores - Deep understanding of Amazon's ranking algorithm and search optimization techniques - Expertise in inventory management on Amazon platform. A history of success in increasing sales for physical products would be a bonus. The pay is basic for now until proven proficiency. The more sales,...

...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...

...expertise in both back-end and front-end development. Key Responsibilities: - Develop a user-friendly interface to allow property search, user registration, and property listings - Ensure all functionalities are performing smoothly and efficiently. Ideal Candidate Skills: - Experience in creating other real estate platforms, with proof by showing past work - Knowledge in property search algorithm development - Proficient in user interface designing and user experience Key Features 1. Direct Listing: Property owners can list their properties for sale or rent directly on the platform, complete with property details, images, and pricing. 2. Property Search: Potential buyers or renters can search for properties based on various parameters such as location, property type, pric...

...of day-to-day life. The main purpose behind these vlogs is to capture the pure essence of daily life and transform it into a captivating visual story. Here's the type of content to be included in these vlogs: - Travel experiences - Food exploration - Lifestyle insights Skills and Experience Required: - Exceptional video editing skills - Strong storytelling abilities - Knowledge of YouTube’s algorithm - Prior experience in vlog-making preferably on similar topics (Travel, Food, Fashion, Lifestyle) - Ability to create captivating content that can hook viewers till the very end - Good understanding of audience engagement strategies. If you are a skilled videographer with a knack for storytelling, I am looking forward to seeing your bid. Your expertise can help bring t...

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 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...

...highlighting those that have significant pre-approved investor interest. - I require the bot to provide detailed information about each identified coin, including the number of pre-approved investors and relevant project details. **Technical Requirements:** - Utilize cryptocurrency APIs and blockchain data sources for real-time tracking and analysis. - Implement an efficient scanning algorithm to identify coins meeting the investor threshold. - Integrate with Telegram Bot API or Discord API for seamless message delivery and user interaction. If you have experience in blockchain development, bot creation, and integration with messaging platforms, please reach out to discuss the project further. Your expertise in developing this specialized bot would be highly v...

I require a proficient d...account creation: The app should support an efficient and secure system for user registration and login. - Messaging system: An integral communication network that allows for direct messaging between users is required. - Ticket Scanning system: A robust ticket scanning algorithm implemented for service accessibility. Ideal skills for this project are Swift and Kotlin for iOS and Android respectively. Other necessary skills include a good understanding of backend development for handling user data, and proficiency in algorithm development for creating the ticket scanning feature. Experience in developing apps that have a messaging system integrated would be beneficial. Similarly, past experience in providing workable scanning solutions in apps i...

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,...

I'm in need of an adept SEO expert for personal use. The main goal of the project is to elevate my website's ranking on Google. I'm looking for a specialist who understands the intricate workings of Google's algorithm and can ensure my site is optimized in line with current best practices. Ideal Skills and Experience: • Proven track record in improving website rankings on Google • Comprehensive understanding of Google’s algorithm updates • Proficiency in keyword research and SEO strategy implementation • Demonstrated ability to perform website audits. Your efforts will be aimed specifically at improving my Google rankings, although if it also improves my standing with other search engines that would be a bonus, although not th...

...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...

I'm looking for a skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model files. -...skilled developer who can assist in creating a TensorFlow model based on the provided Caffe model files. - The Caffe model is available in both .caffemodel and .prototxt formats. - The primary goal is to create an object detection model using TensorFlow. - The details about the desired input size for the images in the TensorFlow model should be deduced from the Caffe model provided. - Also provide F1 Score, mAP, FPS and architecture in-depth explaination of the model. Ideal candidate should have: - Proficiency in both Caffe and TensorFlow. - Proven experience in object detection models. - Ability to work with different image inpu...

I'm looking for a skilled data scientist who's well-versed in implementing the Levenberg-Marquardt algorithm. I need this algorithm to be applied to my dataset to predict a specific parameter. Key Requirements: - Proficiency in the Levenberg-Marquardt algorithm: You should have a solid understanding of this optimization algorithm, as well as previous experience implementing it for model parameter optimization and error minimization. - Strong data science skills: Your expertise in data science is crucial, as you'll need to apply the algorithm to my dataset effectively. - Experience in predictive modeling: A background in predictive modeling will be beneficial, as you'll be predicting a parameter from my dataset. The data you will be ...