Datasets and methods of product recognition on grocery shelf images using computer vision and machine learning approaches: An exhaustive literature review
A product recognition system recognizes all products on the shelf images and determines
their positions. A business equipped with an automatic product recognition system has a …
their positions. A business equipped with an automatic product recognition system has a …
[HTML][HTML] Shelf Management: A deep learning-based system for shelf visual monitoring
Shelf monitoring plays a key role in optimizing retail shelf layout, enhancing the customer
shop** experience and maximizing profit margins. The process of automating shelf audit …
shop** experience and maximizing profit margins. The process of automating shelf audit …
A review of recent advances and challenges in grocery label detection and recognition
When compared with traditional local shops where the customer has a personalised service,
in large retail departments, the client has to make his purchase decisions independently …
in large retail departments, the client has to make his purchase decisions independently …
AI safety of film capacitors
With a large number of film capacitors being deployed in critical locations in electrical and
electronic systems, artificial intelligence (AI) technology is also expected to address the …
electronic systems, artificial intelligence (AI) technology is also expected to address the …
Bridging the Pathology Domain Gap: Efficiently Adapting CLIP for Pathology Image Analysis with Limited Labeled Data
Abstract Contrastive Language-Image Pre-training (CLIP) has shown its proficiency in
acquiring distinctive visual representations and exhibiting strong generalization across …
acquiring distinctive visual representations and exhibiting strong generalization across …
Creation and Evaluation of a Food Product Image Dataset for Product Property Extraction
Recognition of expiry data on food packages based on improved DBNet
J Zheng, J Li, Z Ding, L Kong, Q Chen - Connection Science, 2023 - Taylor & Francis
To prevent products with missing character information from reaching the market,
manufacturers need an automatic character recognition method. One of the key problems of …
manufacturers need an automatic character recognition method. One of the key problems of …
[PDF][PDF] Explainable Local and Global Models for Fine-Grained Multimodal Product Recognition
Grocery product recognition techniques are emerging in the retail sector and are used to
provide automatic checkout counters, reduce self-checkout fraud, and support inventory …
provide automatic checkout counters, reduce self-checkout fraud, and support inventory …