Essays about: "Triplet network"

Showing result 1 - 5 of 11 essays containing the words Triplet network.

1. 1. An experimental analysis of Link Prediction methods over Microservices Knowledge Graphs

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Gianluca Ruberto; [2023]
   Keywords : Knowledge Graphs; Link Prediction; Machine Learning; Microservice Tracing; Kunskapsdiagram; länkförutsägelse; maskininlärning; mikroservicespårning;

   Abstract : Graphs are a powerful way to represent data. They can be seen as a collection of objects (nodes) and the relationships between them (edges or links). The power of this structure has its intrinsic value in the relationship between data points that can even provide more information than the data properties. READ MORE

3. 2. Enhancing person re-identification: leveraging DensePose for improving occlusion handling and generalization

   University essay from Lunds universitet/Matematik LTH

   Author : Björn Elwin; Anton Fredriksson; [2023]
   Keywords : Mathematics and Statistics;

   Abstract : In this master’s thesis we propose a DensePose-based person re-identification (re-ID) machine learning algorithm building upon previous research on this topic. DensePose, a deep neural network that performs human body part segmentation on images, forms the foundation of our approach. READ MORE

4. 3. Deep neural networks for food waste analysis and classification : Subtraction-based methods for the case of data scarcity

   University essay from Uppsala universitet/Signaler och system

   Author : David Brunell; [2022]
   Keywords : Siamese network; convolutional neural network;

   Abstract : Machine learning generally requires large amounts of data, however data is often limited. On the whole the amount of data needed grows with the complexity of the problem to be solved. Utilising transfer learning, data augmentation and problem reduction, acceptable performance can be achieved with limited data for a multitude of tasks. READ MORE

5. 4. Exploring State-of-the-Art Natural Language Processing Models with Regards to Matching Job Adverts and Resumes

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Lise Rückert; Henry Sjögren; [2022]
   Keywords : Deep Learning; Natural Language Processing; SBERT; Cosine similarity; Recruitment; Triplet network; Semantic similarity;

   Abstract : The ability to automate the process of comparing and matching resumes with job adverts is a growing research field. This can be done through the use of the machine learning area Natural Language Processing (NLP), which enables a model to learn human language. READ MORE

6. 5. Person Re-Identification in the wild : Evaluation and application for soccer games using Deep Learning

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Vasileios Karapoulios; [2021]
   Keywords : Person Re-Identification; ReID; Deep Learning; Embedding Network; Soccer; Grad-CAM;

   Abstract : Person Re-Identification (ReID) is the process of associating images of the same person taken from different angles, cameras and at different times. The task is very challenging as a slight change in the appearance of the person can cause troubles in identifying them. READ MORE