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App that measures tomatoes in a photo

$30-250 USD

Completato
Pubblicato 10 mesi fa

$30-250 USD

Pagato al completamento
The task involves counting and measuring tomatoes from pictures, and I would like to develop a Stand along Windows app that can efficiently process multiple pictures simultaneously. I have plenty of example pictures available that I can provide to you for testing and development purposes. Here are the key details of the project: Each picture contains a white square, measuring 2 by 2 inches, serving as a size reference. The Feret's diagonal of this square (corner to corner) is 2.828 inches (7.184 cm), and it should be used as the scale for measurements. The pictures will have a long rectangular label that needs to be removed before the analysis. The app will start with a window asking the user to enter the Size Classification Values, with the option to change them if needed. The default values are as follows: • Small (S) from 0 to 26.37 cm2 • 6x7 (M) up to 34.09 cm2 • 6x6 (L) up to 42.80 cm2 • 5x6 (XL) up to 58.79 cm2 • 4x5 (XL) up to 72.45 cm2 • 4x4 (J) above the previous value The app will then proceed to perform image analysis tasks, including thresholding, measuring, etc. When completed, Send a successful Analysis Message The output of the app will be a .CSV or Excel table with the following columns for each detected tomato (Region of Interest or ROI) in all the pictures: 1. Plot No. (Name of the picture without extension) 2. Tomato ID (Object number or ROI) 3. Scaling OK? (YES or FAILED, indicating if the white square was correctly detected) 4. Tomato area cm² (Area of each tomato) 5. Tomato Height cm (Y-axis length of each tomato) 6. Tomato Width cm (X-axis length of each tomato) 7. Size Category (Based on the gathered information from the initial window, possible values: Small(S), 6x7(M), 6x6(L), 5x6 (XL), 4x5 (XL), 4x4 (J). Another outcome expected from the app is a folder inside the results folder that contains all the re-sized pictures (lower resolution) with the following annotations: 1. Drawn border around each detected tomato. 2. Label with their respective Tomato ID (ROI) and Size Classification. 3. A diagonal line from corner to corner (the used Feret's diagonal) in the white square to demonstrate the scale. 4. An "OK" label confirming the square's detection. The app should be designed with a user-friendly GUI for easy interaction and should process multiple pictures in batch mode for efficiency. For this project, I would like to have the executable user-friendly GUI for Windows that process multiple pictures in batch mode and its Python code files. If you are interested in taking on this project, please let me know that is the expected budget and delivery time. Thank you for considering this opportunity. I eagerly await your response.
Rif. progetto: 37003647

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25 proposte
Progetto a distanza
Attivo 10 mesi fa

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Hi. Client. Thanks for your posting. I saw your project description carefully. I can complete this task with high quality on time. My core skill is in Computer vision and ML/DL that detectes object from image and video. I have full experiences in this work. Please sned me your message to discuss your project detail more...I am waiting your reply now. Thanks.
$70 USD in 3 giorni
4,8 (16 valutazioni)
5,2
5,2
25 freelance hanno fatto un'offerta media di $151 USD
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I'm a senior Python & ML developer and owner & founder of Dedeoglu Dev Company. Kindly send me a message to get in touch with me, Thanks, Yusuf
$140 USD in 7 giorni
5,0 (30 valutazioni)
6,6
6,6
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Hi! How are you doing? I've successfully completed a diverse range of computer vision projects that will help ensure the success of your project. And, of course, the end results will be amazing! I have had expert-level proficiency in Python, computer vision, OpenCV, desktop app development using Python, image processing(recognition and detection), and GUI applications by Python for the past 5 years. I can definitely bring your project to life just the way you want it. Quick question, would you please let me know your timeframe? Thank You, Ken Lee
$250 USD in 10 giorni
5,0 (5 valutazioni)
5,3
5,3
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Hi, My name is Seyed Amirreza, an AI expert with extensive experience in machine learning, Python, image processing and video processing. I have almost 4 years of experience in Machine Learning/Deep Learning algorithms. I can implement various types of Artificial Intelligence, Bayesian Networks, Deep Networks, and other algorithms including yours with Python (using scikit-learn, TensorFlow and Pytorch). I have worked some well-known models like, YOLO, RCNN, Fast-RCNN, Faster-RCNN, U-net(including different backbones; resnet, pspnet), Deeplab (v1, v2, v3, v3+ versions), and etc. Also, I have done artificial intelligence algorithms including, computer vision, GAN (DCGAN, CGAN), segmentation models (U-net, Deeplab) and etc, with Python. My track record of success with similar projects is proof that I can deliver results quickly and accurately. Please feel free to contact me if you have any questions or would like more information about me or my skills. I can provide the requirements with minimum time and cost.
$300 USD in 1 giorno
5,0 (12 valutazioni)
5,3
5,3
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I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform give me a chance to show you the best i can do at your service.
$140 USD in 2 giorni
4,4 (49 valutazioni)
5,5
5,5
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Hello, I would love to help you with counting and measuring tomatoes project. I have a tremendous track record of building and launching various projects. Please let me know if you would like to discuss the project requirements, and we can determine if we are a good fit. Thanks Narender
$140 USD in 7 giorni
5,0 (8 valutazioni)
3,9
3,9
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Dear, Client. I am **Able to Start to work Right Away.** For any demands concerning ""Open CV, Image Processing, Python, Matlab"", I will be more than happy to take on the challenge and complete the task in a quick and reasonable time. If you have any queries, please do not hesitate to contact me. I will do my best to complete your project on time, on budget. Please kindly message me. Thank you.
$180 USD in 4 giorni
5,0 (2 valutazioni)
1,6
1,6
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Dear Client, I am excited to submit my proposal for the object detection. As an experienced Deep Learning engineer with a strong background in computer vision and object detection, I am confident in my ability to deliver a state-of-the-art solution that meets your requirements. With my expertise in the latest deep learning architectures and frameworks, I propose to develop a custom object detection model tailored to your specific needs. Below, I will elaborate on each step of the process to provide you with a clear understanding of my approach: Understanding Your Requirements Data Collection and Preprocessing Model Selection and Customization Training and Validation Model Evaluation Deployment and Integration Documentation and Support I believe that my passion for cutting-edge technology, combined with my strong problem-solving skills, make me the perfect candidate for this project. Throughout my career, I have successfully completed similar projects, earning positive feedback from clients who appreciated my commitment to excellence and timely delivery. I am eager to discuss the project in more detail and address any questions or concerns you may have. Your satisfaction is my priority, and I am dedicated to collaborating with you to create a remarkable Deep Learning object detection model that exceeds your expectations. Thank you for considering my proposal. I am excited to embark on this journey together and look forward to working with you. Best regards, Hamza Naeem
$200 USD in 7 giorni
5,0 (1 valutazione)
1,3
1,3
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Hello Good afternoon! I am excited to submit my proposal for the "App that measures tomatoes in a photo" position. I have developed a strong set of skills that make me confident in my ability to deliver high-quality work to your project. My approach to any project is to first gain a deep understanding of the client's needs and requirements. I will work closely with you to ensure that I understand your project goals and objectives, and that I am able to deliver results that meet or exceed your expectations. In terms of technical skills, I have extensive experience in Computer Vision, Desktop Application, Machine Learning (ML), OpenCV and Python. "OK" Please contact me to discuss more regarding this project. Thanks and Regards. ❤️Solomiia❤️
$30 USD in 2 giorni
0,0 (0 valutazioni)
0,0
0,0
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Hi, I've gone through the job posting. It seems that you're looking for a software engineer who have rich experiences on Machine Learning (ML), Computer Vision, Python, OpenCV and Desktop Application. I've worked with another client in this space, I think you might find it very interesting to have chat. Regards, Nazar
$50 USD in 2 giorni
0,0 (0 valutazioni)
0,0
0,0
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Hello, I'm expert of python language. The core of your task is to detect border of tamatoes. Of course, when each tomato is scattered , it's not diffcult. Imagine yourself when 3 tomato's borders are duplicated. Python is very powerful to detect specific object which has OPENCV library. I can complete this project in 5 days perfectly by using OpenCV library. If I set milestones, 1. python core part design 1 day 2. software architecture design 1 day 3. GUI design 2 days 4. test and complete 1 day If you want to hire me, I 'm always ready. Bye.
$140 USD in 7 giorni
0,0 (0 valutazioni)
0,0
0,0
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I am interested to work in this project. I have experience as a python developer with good knowledge of python, numpy pandas, scikit-learn,matplotlib,scipy,statsmodels, opencv and ML, DL, statistics, mysql. Also I am doing a pgp course in data science and machine learning. Waiting for your response, I hope to hear from you soon.
$150 USD in 7 giorni
0,0 (0 valutazioni)
0,0
0,0
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Hi there, I am so interested in your project. I have vast experience in developing OpenCV projects for Image Processing. I can help u to complete this project and plz drop me a message to discuss the project detail further. Thanks and Best Regards.
$140 USD in 7 giorni
0,0 (0 valutazioni)
0,0
0,0
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Hello there! My name is Yehor and I am a senior full-stack developer with 9+ years of experience. I specialize in building full-stack applications, including web designs, JavaScript frameworks, React components, Vue templates, Tailwind CSS files and more. I understand that you are looking for an app that can measure tomatoes in a photo and I believe that my skillset makes me the best fit for this project. With my experience in computer vision and Python, I am confident that I can develop a Stand along Windows app that can efficiently process multiple pictures simultaneously. I would be delighted to discuss this project further with you if you are interested. Please let me know if you would like me to answer any additional questions or provide any additional information about my skillset or project timeline. Thank you for considering this opportunity!
$200 USD in 7 giorni
0,0 (0 valutazioni)
0,0
0,0

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Bandiera: UNITED STATES
Naples, United States
5,0
1
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Membro dal ago 4, 2023

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