Pooling in convolutional neural network

Introduction Pooling in a convolutional neural network is the third layer. We use a pooling function to adjust the output of the layer more. Pooling is the main stage in convolutional-based┬ásystems. It decreases the dimensionality of the feature maps. Similarly, it pools a set of values into a reduced number of values. The pooling stage […]

Economies of scale

Introduction Economies of scale are cost advantages that a company can gain as a result of well-organized production processes. We can better understand the economies of scale by looking at the history of 20 feet Containers & Shipping. In 1950, a ship could carry 700 containers. Today a supertanker can carry 20,000 containers. These large […]

Notpla Sea Weed Packaging

Introduction Notpla Sea Weed Packaging has come up with a substitute for single-use plastic in food and drink packaging. It has created edible, biodegradable packaging prepared from seaweed and plants. Notpla stands for the name as of not plastic. In this article, we will understand biodegradable plastic, its requirement, and Notpla Sea Weed packaging. Description […]

Industry 4.0 for small and medium enterprise

Introduction Industry 4.0 concepts in small- and medium-sized enterprises (SMEs) need to be clear as the industrial environment has been changing in recent years. The introduction of concepts and technologies consisted on industry 4.0 should extend to the complete production and supply chain. Production on the basis of Industry 4.0 principles makes the conditions necessary […]

RESTful Web Services

Introduction RESTful Web Services follow the REST architectural style. REST defines any simple interface. That transmits data through a standardized interface. It transmits data without an extra messaging layer. For example, Simple Object Access Protocol (SOAP). REST gives a set of design rules for creating stateless services. Those are looked at as resources. Each resource […]

Tokio Application in Rust

Introduction Tokio application in rust is an asynchronous runtime and network application framework. This is developed for fast development and highly scalable deployments of clients and servers in the Rust programming language. It offers the building blocks required for writing network applications. It provides the flexibility to target a wide range of systems. Those systems […]

Encoder-Decoder Sequence-to-Sequence Models

Introduction Encoder-Decoder Sequence-to-Sequence Models are famous for diverse tasks. These models are a distinctive class of Recurrent Neural Network architectures. We often use them to solve complex Language problems. For example; Machine translation Video captioning Image captioning Question answering Creating Chatbots Text Summarization In this article, we will discuss how an RNN can be trained […]

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