Electronics, Free Full-Text
Por um escritor misterioso
Descrição
Product recognition on grocery shelf images is a compelling task of object detection because of the similarity between products, the presence of the different scale of product sizes, and the high number of classes, in addition to constantly renewed packaging and added new products’ difficulty in data collection. The use of conventional methods alone is not enough to solve a number of retail problems such as planogram compliance, stock tracking on shelves, and customer support. The purpose of this study is to achieve significant results using the suggested multi-stage end-to-end process, including product detection, product classification, and refinement. The comparison of different methods is provided by a traditional computer vision approach, Aggregate Channel Features (ACF) and Single-Shot Detectors (SSD) are used in the product detection stage, and Speed-up Robust Features (SURF), Binary Robust Invariant Scalable Key points (BRISK), Oriented Features from Accelerated Segment Test (FAST), Rotated Binary Robust Independent Elementary Features (BRIEF) (ORB), and hybrids of these methods are used in the product classification stage. The experimental results used the entire Grocery Products dataset and its different subsets with a different number of products and images. The best performance was achieved with the use of SSD in the product detection stage and the hybrid use of SURF, BRISK, and ORB in the product classification stage, respectively. Additionally, the proposed approach performed comparably or better than existing models.
WeCare Latex Free, Full-Body Workout Exercise Bands for Women and Men, 4 Levels of Resistance, Instruction Guide and Mesh Carrying Bag Included, Set Contains 4 Bands
What is EDI (Electronic Data Interchange)?
Household Hazardous Waste Collection, Electronics Recycling and Residential Shredding Event - Town of Perinton
Full hd - Free electronics icons
💳 Did you know your library card gets you free access to the full Consumer Reports database? Read reviews and find buying guides for cars, …
SIMBA Announces Power Electronics Public Beta Release - New Industry Products
The Ultimate Electronics Cooling Guide White Paper
Lead-Free Electronic Solders: A Special Issue of the Journal of Materials Science: Materials in Electronics
SOLUTION: Basic electronics pdf free download - Studypool
Original 3.5 Inch Factory Electronics IPS Full View TYPEC auxiliary Screen USB Chassis Computer Chassis Monitor AIDA64 free
Electronics Recycling - Parkville, Missouri Event
de
por adulto (o preço varia de acordo com o tamanho do grupo)
