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AI-based object detection

AI-based object detection for real-time surveillance and monitoring

AI-based object detection for real-time surveillance and monitoring

UI/UX design, Web and mobile app solution, AI technology

Powering seamless unlisted share trading with web and mobile app development.
Industry

Artificial Intelligence, Automation

Platform

Web, Mobile

The project

Smarter object detection software tailored with AI-powered precision and speed

Cross-border money transfer app development for iOS and Android platforms

An AI-based object detection software is designed to automatically identify and classify multiple objects in real-time using image or video input. It can detect, label, and track objects with high accuracy, making it suitable for surveillance, automation, and quality control. The system leverages deep learning to recognize patterns, ensuring consistent performance across varied environments, lighting conditions, and camera angles for smart monitoring and efficient decision-making.

Our team employed state-of-the-art machine learning models for object detection in image processing and PyTorch for deep learning implementation. The software is built using Python and deployed through a user-friendly interface using Streamlit. It supports integration with live webcam feeds and external APIs, making it adaptable to real-world use cases like security monitoring, retail analytics, and industrial automation.

The design

Wireframes & interface design

Smarter object detection software tailored with AI-powered precision and speed

Key features

Features and functionalities implemented for simplicity

Real-time object detection

Real-time object detection

  • Instantly detects and outlines multiple objects from camera or video streams.
  • Draws accurate bounding boxes with object names and confidence percentage displayed.
  • Maintains high frame rate detection even in resource-constrained environments.
  • Ideal for surveillance, automation, and quality control in fast-moving scenes.

Smart annotation & visualization

  • The live feed interface shows object names, counts, and bounding boxes.
  • Detailed logs for detection history, frequency, and object-wise analytics.
  • Customizable alert triggers for specific object appearances in the video feed.
  • Export visual snapshots or reports for audits and documentation purposes.
Seamless wallet-to-wallet transfers
Custom dataset training

Custom dataset training

  • Enables training models using user-supplied, industry-specific image datasets.
  • Integrates labelling tools for streamlined annotation and dataset preparation workflows.
  • Fine-tunes detection accuracy through transfer learning and retraining cycles.
  • Supports evolving use cases with periodic model updates and improvements.

Web-based monitoring dashboard

  • Effortlessly navigate and control multiple camera feeds through a sleek, accessible design that caters to users of all skill levels.
  • Access a detailed log and easily sort results by object types, allowing efficient tracking of specific patterns.
  • Modify alert preferences and system settings all in one location, enabling adjustments to suit individual security needs.
  • Utilize visual analytics to explore system performance, facilitating enhanced security management.
Web-based monitoring dashboard

Add-on features

Features that we implemented as add-ons

Monitor targeted activity

Monitor targeted activity

Cross-platform compatibility

Cross-platform compatibility

Scalable deployment options

Scalable deployment options

Data logging and reporting

Data logging and reporting

Smart alerts and notifications

Smart alerts and notifications

Interactive monitoring dashboard

Interactive monitoring dashboard

Multi-object tracking

Multi-object tracking

Smart classification

Smart classification

Custom object training

Custom object training

Real-time surveillance

Real-time surveillance

The process

6 phases of innovating a digital product

The first step is transforming the product idea into a business vision, from gathering information to doing deep research for a better understanding of the concept. We will help you do discovery, requirement analysis, and market study by defining the KPI for the project to deliver an excellent application for your customers. We will create a foolproof blueprint to make your business vision.

Our crew defines the page as a user-friendly interface that shapes your product idea into a functional prototype. We start the process by drawing a concept plan and prioritising features based on real-time customer feedback. In addition, we build the design concepts to validate them as an optimal experience for targeted users. It consists of user requirements, navigation, information architecture, and usability.

Our services establish your vision of the product by adhering to reliability, performance, and customer expectations. The code review strategy ensures a fine-tuned product from its core and provides detailed recommendations to optimize the product according to your requirements. Your product will deliver a seamless user experience without security or optimization stress.

Our product design strategy is based on deep research of your targeted audience. This strategy helps our crew to design an attractive and eye-catching user interface that provides memorable user experiences. We assist you in designing a simple and easy-to-use application to build a solid customer base for your business by evoking the customer’s feelings through user experience factors in wireframes.

While adhering to sprint planning and agile methodologies, our developers employed cutting-edge technologies and frameworks to develop ready-to-use applications. They further integrate the front end of the products with the back end, enabling interaction between data, applications, and devices using webHooks, WebSockets, and restful API.

Before releasing the application, our crew will process it through rigorous testing to ensure the performance, accessibility, scalability, and security of the developed product. Even after the product's release, our team will provide support like timely maintenance, security patches, tools, plugins, framework degradation, improvement for existing modules, and adding new features for functionality.

The first step is transforming the product idea into a business vision, from gathering information to doing deep research for a better understanding of the concept. We will help you do discovery, requirement analysis, and market study by defining the KPI for the project to deliver an excellent application for your customers. We will create a foolproof blueprint to make your business vision.

Our product design strategy is based on deep research of your targeted audience. This strategy helps our crew to design an attractive and eye-catching user interface that provides memorable user experiences. We assist you in designing a simple and easy-to-use application to build a solid customer base for your business by evoking the customer’s feelings through user experience factors in wireframes.

Our crew defines the page as a user-friendly interface that shapes your product idea into a functional prototype. We start the process by drawing a concept plan and prioritising features based on real-time customer feedback. In addition, we build the design concepts to validate them as an optimal experience for targeted users. It consists of user requirements, navigation, information architecture, and usability.

While adhering to sprint planning and agile methodologies, our developers employed cutting-edge technologies and frameworks to develop ready-to-use applications. They further integrate the front end of the products with the back end, enabling interaction between data, applications, and devices using webHooks, WebSockets, and restful API.

Our services establish your vision of the product by adhering to reliability, performance, and customer expectations. The code review strategy ensures a fine-tuned product from its core and provides detailed recommendations to optimize the product according to your requirements. Your product will deliver a seamless user experience without security or optimization stress.

Before releasing the application, our crew will process it through rigorous testing to ensure the performance, accessibility, scalability, and security of the developed product. Even after the product's release, our team will provide support like timely maintenance, security patches, tools, plugins, framework degradation, improvement for existing modules, and adding new features for functionality.

Enquiry

Let’s discuss your idea

Evoqins a software development company
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