We require a dataset consisting of approximately 17,000 images of incidental text captured in various indoor environments.
Example: Bedroom, Kitchen, dining room, living room, Garage, Office, Workplace office, Reception/waiting room, Library, Coffee shop, Restaurant, Shopping center, Hair salon/ Barbers, Cinema/Theatre, Leisure center/gym, Museum/ art gallery.
The images should contain high-density text, which includes multiple lines of text such as those found in books, printed documents, and notice boards with handwritten post-it notes. The text within the images must be legible to human annotators. The annotation requirements for the images include high-quality labels for OCR tasks, such as text transcripts and bounding boxes for paragraphs, words, and lines within the text. The dataset should exclude Personally Identifiable Information, copyrighted material, and offensive content.
We value working with experienced vendors in imagery collection who can help us design a dataset that aligns with the specified requirements. It is important to note that any purchased dataset will be released on a public website under an open-source access license, providing high-quality data for ML model development in the Conversational AI domain.
The document also provides terminology definitions related to scene text, high-density text, text type, text images, scene text images, incidental scene text images, indoor incidental scene text images, focused text images, and more.
The dataset's purpose is to support the development of OCR technologies for text detection and recognition tasks. The dataset will be used to train and test models for text detection and text recognition, which involve identifying and localizing text in scenes and analyzing the extracted features to make predictions about words or characters.
I am aware of your project requirement for Textual Data collection, and I believe I am the best fit for this job because of my extensive experience in image processing and related fields.
I have worked as a graphics and web designer for the last 8 years. I first learnt to do simple designs and build simple websites, but as the time went by, I became more confident and started making complicated designs and implementing the designs into website.
My expertise includes image processing such as image sharpening, image filtering and compression, image transformation etc. This will be an advantage when it comes to designing a dataset that aligns with the specified requirements (ex. high-density text). Additionally, I am familiar with OCR technologies for text detection and recognition tasks which is required for the project (see definitions relating to scene text in section 1).
I believe I would be a great fit for this project due to my experience in graphics design, wordpress web development, shopify development, psd to html conversion, SEO, Google Adverts etc which will be needed for the project (see section 2 of document)."
Namste
I'm excited about the opportunity to collaborate on creating an innovative application for your tanning machine business. Your vision of allowing customers to manage their tanning sessions remotely while enabling easy access through a door code is compelling.
Do you have SRS document??
With many years of experience in HTML, CSS, React, Vue, Bootstrap, and Laravel, I'm confident in my ability to develop a robust and user-friendly application that meets your requirements. The app will seamlessly integrate options for purchasing minutes, auto-control of machines, and real-time data syncing with your master database. Moreover, I'll ensure the application supports English, Spanish, and Portuguese languages, enhancing accessibility.
Namste
Mohammed
Hi,Thanks for your posting.
I have full skills and full experiences of this field.
I have developed many Image Processing project with every field of image processing.
I am expert in these fields (YOLO, OCR, OpenCV, Tensorflow, PyTorch, Keras, ML/DL model).
I can finish your project with high quality and on time.
Please send me your message to discuss more about your project.
I am waiting your reply now.
Thanks.
Hello! My name is Waqas and I am the founder of Graphicsinsect, a logo design, brochure design, graphic design and presentation design studio based in New Delhi, India. We have worked with clients across various industries to create stunning visual identities that aid in increasing their businesses and making life easier.
I understand that you require a dataset consisting of approximately 17,000 images of text captured in various indoor environments with high-density text. We would be delighted to work with you on this project. We have extensive experience in data collection, image processing which will come in handy when designing the dataset. We also have an access to specialized equipment such as ultraviolet cameras that can help capture images with high resolution and accuracy.
We would be more than happy to assist you with your project! Please feel free to contact us if you have any questions or would like more information about our services. Thank you for considering us for this job!
Hello there! My name is Hassan and I am a professional freelancer specializing in a wide range of technical areas, including Mechatronics, Robotics, Computer Science, Electrical Engineering, Control Systems, Signals and Systems, and Economy. With extensive knowledge and experience in these fields, I am confident that I can provide the right solution for your needs.
I understand that you are looking for a dataset consisting of approximately 17,000 images of incidental text captured in various indoor environments. Specifically, you require high-density text within the images that includes multiple lines of text such as those found in books, printed documents, and notice boards with handwritten post-it notes. The annotations required for the images should be legible to human annotators so they can accurately label the extracted features for use in text detection and recognition tasks.
I believe that my skillset makes me an ideal person to work on this project. My expertise covers a broad spectrum of technical subjects including image processing, scene text and high-density text analysis, text type classification, text image analysis, scene text images capture and indoor incidental scene text images capture. This combination of skillset makes me an excellent candidate for undertaking this project as it requires accurate data collection of text
Hi,
I have read your requirements for the ocr data collection and annotation project. I have 3+ years of professional experience with ocr, detection and recognition models, I have fine tuned various ocr engines and have worked on high quality CNN model's on specific dataset's for imporved performances. I would love to help you with the project and provide you excellent results with the related work. I have worked on high density text localization and detection and have transformed images , worked with diffusion techniques and translated images to any language using sota Ai Ocr engines. If you are interested i would love to discuss this more in chat.
Thanks
Hello, good time
Hope you are doing well
I'm expert in MATLAB/Simulink, Python, Java, JavaScript and C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio.
I have read your project description and I can help you (without any plagiarism).
Please send me the details of your project.
Thanks for attention
100% Jobs Completed, 100% On Budget, 100% On Time
⭐⭐⭐⭐⭐ 5-star reviews
