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@byteridge
Leveraging Porter’s Five Forces in Product Management Strategy
Porter’s Five Forces framework is a powerful tool that helps product managers analyze the competitive dynamics of an industry and formulate effective strategies to position their products for success. Originally introduced by Michael Porter in 1979, this framework provides a structured approach to understanding the forces that shape industry profitability and competitiveness. This article will explore how product managers can apply Porter’s Five Forces to make informed decisions and drive growth in their respective markets.
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Selecting the right product studio can transform your innovative ideas into successful products for your market. Learn how to choose the rig
The Ultimate Guide to Finding the Perfect Product Studio
Transforming an idea into a marketable product is quite complex. Where do you begin? How do big brands manage it? Will it be a good product for your customers?
A compelling digital presence is essential to staying relevant in today’s competitive business landscape. The product design and development market anticipates notable growth from $3.37 billion in 2024 to $5.62 billion by 2030, highlighting the increasing complexity of product design and engineering. It also underlines the rising need for a robust digital product development process driven by the need to slash associated costs.
In this context, partnering with a product studio can be transformative. These studios are not just service providers but collaborative partners that guide you from ideation to commercialization.
Choosing the correct product studio involves evaluating several critical factors, such as expertise, technological capabilities, and the ability to provide end-to-end solutions from ideation to deployment.
This guide will help you make an informed choice, ensuring an effortless and successful product development journey, whether you’re a startup or an established enterprise.
What is a Product Studio, and Why is It Essential?
Before discussing the specifics of choosing a product studio, let us understand the basics of a product studio.
A product studio is a team of highly skilled professionals with proper expertise and adequate industry experience who can help you bring your product ideas to life. Studio teams collaborate closely to understand your vision, goals, and target audience, guiding you through every phase of the product development cycle.
How does it work?
The role of a product studio extends beyond just coding or development. They are the strategic partners who guide you through the process. Here’s a quick rundown of how studio teams help you in every step of your product development:
Ideation: They help refine ideas into a concrete vision through market research, user analysis, and innovation opportunities to ensure the product is intuitive and user-friendly.
Development: Designers, developers, and project managers collaborate to build a scalable, robust product optimized for performance and security.
Launch and Post-Launch: The studio conducts thorough testing to ensure the product is bug-free and ready for deployment. They also provide ongoing maintenance and support to resolve any issues.
continues.... https://www.byteridge.com/how-to-guides/the-ultimate-guide-to-finding-the-perfect-product-studio/
Selecting the right product studio can transform your innovative ideas into successful products for your market. Learn how to choose the rig
A Complete Guide to Mobile App Development
With over 4.88 billion smartphone users in 2024 (projected to rise to 6.4 billion by 2029), mobile applications have become an indispensable part of our daily lives.
The mobile application market is anticipated to generate $233 billion by 2026, highlighting the immense opportunities for businesses in mobile app development. While some companies are interested in consumer-facing projects, others want mobile apps to optimize business operations and increase efficiency.
However, having an excellent app idea is merely the first step. Only a few tailored mobile app solutions achieve lasting success in the real world. The difference between a successful and unsuccessful app often hinges on a mix of knowledge, planning, and strategic execution. While knowledge can lead to effective planning, following the correct steps is important to expedite success.
If you want to build a mobile app, here’s a comprehensive guide to the mobile app development process.
Considerations Before Starting the App Development Process
Before diving into the mobile app development process, it’s essential to consider several key factors to ensure your project is successful.
Strategy definition: Clearly outline the app’s purpose, target audience, and goals to ensure alignment with business objectives.
Market research: Creating a solid digital presence takes work. Conduct thorough research to understand market needs, competition, and potential gaps your app can fill.
Budget planning: Allocate a specific budget across various stages of development, including design, development, testing, and marketing.
User experience design: Focus on creating an intuitive user interface to promote seamless mobile experiences and elevate user engagement and satisfaction.
Technology selection: Choose the appropriate technology stack that aligns with your app’s requirements and ensures scalability.
Development team: Assemble a skilled development team that understands your vision and can effectively bring it to life.
Testing and quality assurance: Plan comprehensive testing to ensure the app is bug-free and performs well under various conditions.
Launching and marketing: Develop a detailed strategy and marketing plan to promote your app and attract users.c
continues.... https://www.byteridge.com/how-to-guides/a-complete-guide-to-mobile-app-development/
Firstly, we won't be reading this blog if there is no Angular...,, So, Lifecycle hooks have been part of Angular since version 2 (it's long
Angular : Lifecycle Hooks
What are Lifecycle hooks?
Firstly, we won’t be reading this blog if there is no Angular…,, So, Lifecycle hooks have been part of Angular since version 2 (it’s long right <3). Lifecycle hooks have been loyal to Angular for nearly 5 years and promises to be for life. Enough of this coming to Actual stuff.
Directive and Component instances have a lifecycle as Angular creates, updates, and destroys them. Developers can tap into critical moments in that lifecycle by implementing one or more of the lifecycle hook interfaces in the Angular core library. Each interface has a single hook method whose name is the interface name prefixed with ng.
When an Angular project is initialized, Angular creates and presents its root components. It is designed and it produces its heirs. For the components that are loaded during application development, Angular keeps checking when data binding properties are changed and updated. When the component is not used anymore, it approaches the death phase and is decimated and expelled from the DOM.
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In this blog , we will look how to process SROIE dataset and get key information from invoice.
Processing invoices using Pytorch
SROIE dataset
For Invoice dataset we are using ICDAR 2019 RObust reading challenge on Scanned Receipts OCR and information extraction competition Dataset. https://rrc.cvc.uab.es/?ch=13&com=introduction https://github.com/zzzDavid/ICDAR-2019-SROIE
Problem statement
https://byteridge.com/blog/images/data_sample.jpg
Tasks
The competition is divided into 3 tasks:
Scanned Receipt Text Localisation: The aim of this task is to accurately localize texts with 4 vertices.
Scanned Receipt OCR: The aim of this task is to accurately recognize the text in a receipt image. No localisation information is provided, or is required.
Key Information Extraction from Scanned Receipts: The aim of this task is to extract texts of a number of key fields from given receipts, and save the texts for each receipt image in a json file.
We will go a little ahead and deploy this as a Flask app and make a generic tool out of the models.
The below concepts are key concepts for further processing.
Pytorch
Its a python based package for serving as a replacement of Numpy and to provide flexibility as a Deep Learning Development Platform offered by Facebook.
Tensors
Tensors are similar to numpy’s ndarrays, with the addition being that Tensors can also be used on a GPU to accelerate computing.
Tensors are multi dimensional Matrices.torch.Tensor(x,y)
This will create a X by Y dimensional Tensor that has been instantiated with random values.
To Create a 6×4 Tensor with values randomly selected from a Uniform Distribution between -1 and 1,torch.Tensor(6, 4).uniform_(-1, 1)
Tensors have a size attribute that can be called to check their sizeprint(x.size())
CTPN
CTPN stands for Connectionist Text Proposal Network CTPN is a deep learning method that accurately predicts text lines in a natural image. It is an end-to-end trainable model which consists of both CNN and RNN layers.
This algorithm detects text or words in any kind of image including both scanned documents and natural images. It accurately localizes text lines in natural image and detects a text line in a sequence of fine-scale text proposals directly in convolutional feature maps. CTPN works reliably on multi-scale and multi-language text without further post-processing, departing from previous bottom-up methods requiring multi-step post-processing.It is computationally efficient with 0:14s/image, by using the very deep VGG16 model.
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