Classification

This paper presents a lightweight deep learning-based product object classification scheme designed for deployment on edge servers. Leveraging the ImageNet Large Scale Visual Recognition Challenge 2012 (ILSVRC2012) dataset, six classes relevant to product objects are selected for model training and evaluation.

7p viyamanaka 06-02-2025 1 1   Download

This paper comprehensively explores and compares methods for multi-person action recognition, with a focus on integrating YOLOv7-Pose a tool known for its rapid pose estimation capabilities--with deep learning architectures. Specifically, it examines the use of Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU) and Spatial TemporalGraph Convolution Network (ST-GCN) to achieve precise action classification.

5p viyamanaka 06-02-2025 1 1   Download

Blur image classification is essential for computer vision applications, including image quality assessment, surveillance and medical imaging systems. This study proposes a method to classify different types of blur: sharp, Gaussian blur, motion blur, and defocus blur, using the DenseNet121 architecture.

9p tuetuebinhan000 23-01-2025 3 0   Download

Rabies manifests is a zoonotic ailment affecting both humans and carnivorous animals. The administration of rabies vaccination, particularly to domesticated animals such as dogs and cats, is an efficacious prophylactic measure for safeguarding the optimal health of both animal and human populations.

14p tuetuebinhan000 23-01-2025 2 2   Download

ASA classification has been applied all over the world in premedication. The 2019 Amended ASA-PS was modified by new definitions, approved examples, especially definition for emergent patients. In Vietnam, there has not any independent study on ASA- PS classification up to now. The addition of “E” denotes emergency surgery.

8p viakimichi 17-01-2025 2 2   Download

Helicobacter pylori is a bacterium associated with gastric diseases and disorders of the upper gastrointestinal tract. The gram-negative bacterium Helicobacter pylori is known as a persistent colonizer of the human stomach, and this bacteria is also involved in extra-intestinal diseases. In 1994, the International Agency for Research on Cancer, World Health Organization classified H. pylori as a class 1 carcinogen, the only bacterium given this classification.

11p vinara 11-01-2025 1 1   Download

Acne vulgaris is an inflammatory disease of the pilosebaceous unit, especially in adolescents. There are many classifications of the disease severity, and the role of bacteria in the pathogenesis has been confirmed. This article evaluates the severity of acne through the Global Acne Grading System and Investigator’s Global Assessment, and the presence of bacteria in the pustule.

5p vihatake 06-01-2025 4 2   Download

This study aims to investigate the clinical and subclinical characteristics of heart failure patients according to the VNHA 2022 guidelines and to assess the relationship and correlation of serum NT-proBNP levels with the severity of heart failure according to NYHA classification, degree of anemia, left ventricular ejection fraction, Sokolow index, and left ventricular mass index.

9p viharuno 03-01-2025 5 2   Download

To determine the prevalence of suicidal ideation among adolescents whose parents are separated/divorced; and to explore the factors associated with suicidal ideation and describe adverse experiences among adolescents.

9p viharuno 03-01-2025 3 2   Download

The aim of this study is to (1) Describe the ultrasound characteristics of ovarian tumors according to the O-RADS classification. (2) Investigate the signs predicting malignancy in the O-RADS 3, 4, and 5 categories.

7p viharuno 03-01-2025 1 1   Download

Bài viết trình bày theo hệ thống phân loại sinh dược học (Biopharmaceutical classification system, BCS), ibuprofen thuộc nhóm II (tan kém, thấm tốt), nên sinh khả dụng không cao. Hiện nay, hệ tự vi nhũ hóa (SMEDDS) là một hệ mang thuốc giúp ổn định dược chất, tăng tính tan và thấm cho các chất kém tan, kém thấm, dễ bị thủy phân.

7p vibenya 31-12-2024 3 2   Download

Nghiên cứu này đề xuất mô hình microphone định hướng có cấu trúc mảng chữ nhật đồng nhất (Uniform Rectangular Array - URA) phục vụ trong phòng họp. Hoạt động của microphone dựa trên việc kết hợp thuật toán phân loại tín hiệu đa đường (Multiple Signal Classification - MUSIC) và thuật toán quân phương trung bình tối thiểu (Least Mean Squares - LMS), có thể theo dõi và điều khiến búp sóng theo hướng tín hiệu mong muốn, từ đó giảm công suất tiêu thụ, tiết kiệm năng lượng cho microphone.

8p vibenya 31-12-2024 7 2   Download

Tài liệu tập huấn giảng viên dạy chuyên ngành bằng tiếng Anh (Khoa Hóa học) gồm có những nội dung chính như sau: Bài 1 - Kinh nghiệm xây dựng chương trình môn hóa học bằng tiếng Anh, bài 2 - Matter and classification of matter, bài 3 - Elements and periodic table, bài 4 - The alkali metals, bài 5 - Ankanes. Mời các bạn cùng tham khảo.

44p tangtuy06 01-04-2016 205 48   Download

The basics of commercial banks: 2. Classification of commercial banks: * According to ownership: - National commercial banks - Joint-stock commercial banks: for example, Asia Bank, Bank of East Asia…. - Joint venture banks: - Branches of foreign banks: For example, HSBC, City Bank, ABN-AMRO ... * According to the nature of business: choosing to rely on wholesale customers (businesses, large sales transactions) and retail (personal ...) ...

43p dauxanhnguyenhuong 28-09-2011 121 27   Download

Trace element (iron, manganese, cobalt, copper, zinc, selenium, and molybdenum): chemical element that is needed in minute quantities for the proper growth, development, and physiology of the organism. In biochemistry, a trace element is also referred to as a micronutrient.

25p zingzing09 21-10-2012 84 8   Download

Có thể dùng phân lớp và dự đoán để xác lập mô hình/mẫu nhằm mô tả các lớp quan trọng hay dự đoán khuynh hướng dữ liệu trong tương lai. Phân lớp(classification) dự đoán các nhãn phân loại. Dự đoán (prediction) hàm giá trị liên tục.

41p trinhvang 18-01-2013 180 37   Download

Presentations Chapter 6: Some fundamental problems in the study of transfer present about problems of definition, problems of comparison, problems of prediction, problems of generalization. Invite you to consult the document details.

51p mailan1977 29-12-2016 68 8   Download

Lecture Atrial Fibrillation and the generation of new anticoagulants presents the concept of atrial fibrillation, atrial fibrillation classification, mechanism of blood clots in atrial fibrillation, atrial fibrillation therapy, anticoagulant therapy in atrial fibrillation. Hope this is useful references for you.

68p tuoihaimuoi32 17-06-2014 63 3   Download

Heart failure is a pathological state in which cardiac output is insufficient to meet the body's demand for oxygen present in every living situation of the patient. Invite you to read the Sermon heart failure reference to learn more about heart failure classification, cause heart failure, heart failure symptoms, ...

59p tuoihaimuoi32 17-06-2014 72 3   Download

At the end of the session, participants should be able to: understand the complexity of drugs and classification of the drugs, define the society and understand the relation between drugs and society, understand the various interventions that can be used to mediate the impact of drugs on society.

43p tuoihaimuoi32 19-06-2014 75 5   Download