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For the prevention of security issues in publicly accessible areas, it is necessary to integrate computer vision and AI into an automatic video identification system. In detecting abnormal behaviour, traditional surveillance methods are insufficient and a system needs to be automated. The objective of the project is to use deep learning techniques, especially CNN models, for analysing video footage posted on a web site in order to make surveillance more efficient. In addition, it involves segmenting the video into frames, extracting features using MobileNetV2 and identifying irregular or suspicious activities. The system's functions include background and foreground extraction and anomaly detection that allows for a distinct distinction in the behaviour of normal and irregular activities on surveillance video. The study seeks to bridge the gap between surveillance technology by involving computer vision, image processing and artificial intelligence so as to be able to quickly identify unusual actions on video. In addition, when detecting potential security threats, it ensures that timely alerts are sent via email. This research demonstrates the importance of addressing emerging security challenges in today's cities, contributing to enhancing surveillance systems.

This project proposes the use of technology to tackle the issues being faced by pet owners. Pet owners who are working individuals and live alone face a huge problem, they are not able to feed their pets on time. The method approached to solve this issue was to construct an IoT-based Automatic Pet feeder, it is one of the new technologies used for feeding pets and maintaining the diet of their pets by feeding them on time. It is built with Raspberry Pi 3B+ as its core. The automatic pet feeder will automatically dispense a predetermined amount of food and water to the bowl as per the settings made by the owner. The feeder assures hygiene and quality of the food. It will solve a huge problem that pet owners face i.e., making sure that each pet has access to a healthy amount of food throughout the day, regardless of the owner’s schedule, by doing so the pet’s health will be well maintained.

This project proposes the use of technology to tackle the issues being faced by pet owners. Pet owners who are working individuals and live alone face a huge problem, they are not able to feed their pets on time. The method approached to solve this issue was to construct an IoT-based Automatic Pet feeder, it is one of the new technologies used for feeding pets and maintaining the diet of their pets by feeding them on time. It is built with Raspberry Pi 3B+ as its core. The automatic pet feeder will automatically dispense a predetermined amount of food and water to the bowl as per the settings made by the owner. The feeder assures hygiene and quality of the food. It will solve a huge problem that pet owners face i.e., making sure that each pet has access to a healthy amount of food throughout the day, regardless of the owner’s schedule, by doing so the pet’s health will be well maintained.

This project proposes the use of technology to tackle the issues being faced by pet owners. Pet owners who are working individuals and live alone face a huge problem, they are not able to feed their pets on time. The method approached to solve this issue was to construct an IoT-based Automatic Pet feeder, it is one of the new technologies used for feeding pets and maintaining the diet of their pets by feeding them on time. It is built with Raspberry Pi 3B+ as its core. The automatic pet feeder will automatically dispense a predetermined amount of food and water to the bowl as per the settings made by the owner. The feeder assures hygiene and quality of the food. It will solve a huge problem that pet owners face i.e., making sure that each pet has access to a healthy amount of food throughout the day, regardless of the owner’s schedule, by doing so the pet’s health will be well maintained.

This project proposes the use of technology to tackle the issues being faced by pet owners. Pet owners who are working individuals and live alone face a huge problem, they are not able to feed their pets on time. The method approached to solve this issue was to construct an IoT-based Automatic Pet feeder, it is one of the new technologies used for feeding pets and maintaining the diet of their pets by feeding them on time. It is built with Raspberry Pi 3B+ as its core. The automatic pet feeder will automatically dispense a predetermined amount of food and water to the bowl as per the settings made by the owner. The feeder assures hygiene and quality of the food. It will solve a huge problem that pet owners face i.e., making sure that each pet has access to a healthy amount of food throughout the day, regardless of the owner’s schedule, by doing so the pet’s health will be well maintained.

This project proposes the use of technology to tackle the issues being faced by pet owners. Pet owners who are working individuals and live alone face a huge problem, they are not able to feed their pets on time. The method approached to solve this issue was to construct an IoT-based Automatic Pet feeder, it is one of the new technologies used for feeding pets and maintaining the diet of their pets by feeding them on time. It is built with Raspberry Pi 3B+ as its core. The automatic pet feeder will automatically dispense a predetermined amount of food and water to the bowl as per the settings made by the owner. The feeder assures hygiene and quality of the food. It will solve a huge problem that pet owners face i.e., making sure that each pet has access to a healthy amount of food throughout the day, regardless of the owner’s schedule, by doing so the pet’s health will be well maintained.

This project proposes the use of technology to tackle the issues being faced by pet owners. Pet owners who are working individuals and live alone face a huge problem, they are not able to feed their pets on time. The method approached to solve this issue was to construct an IoT-based Automatic Pet feeder, it is one of the new technologies used for feeding pets and maintaining the diet of their pets by feeding them on time. It is built with Raspberry Pi 3B+ as its core. The automatic pet feeder will automatically dispense a predetermined amount of food and water to the bowl as per the settings made by the owner. The feeder assures hygiene and quality of the food. It will solve a huge problem that pet owners face i.e., making sure that each pet has access to a healthy amount of food throughout the day, regardless of the owner’s schedule, by doing so the pet’s health will be well maintained.