Essays about: "Labeled Data"

Showing result 16 - 20 of 312 essays containing the words Labeled Data.

1. 16. Detecting flight patterns using deep learning

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Victor Carlsson; [2023]
   Keywords : machine learning; AI; pattern detection; CNN; LSTM; transfer learning; ADS-B; flight pattern; trajectory classification;

   Abstract : With more aircraft in the air than ever before, there is a need for automating the surveillance of the airspace. It is widely known that aircraft with different intentions fly in different flight patterns. Support systems for finding different flight patterns are therefore needed. READ MORE

3. 17. Prompt-learning and Zero-shot Text Classification with Domain-specific Textual Data

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Hengyu Luo; [2023]
   Keywords : prompt-learning; zero-shot; few-shot; text classification; domain-specific; retail sector domain; customer-agent interaction; transformer; large language models; ChatGPT; natural language processing; machine learning; deep learning;

   Abstract : The rapid growth of textual data in the digital age presents unique challenges in domain-specific text classification, particularly the scarcity of labeled data for many applications, due to expensive cost of manual labeling work. In this thesis, we explore the applicability of prompt-learning method, which is well-known for being suitable in few-shot scenarios and much less data-consuming, as an emerging alternative to traditional fine-tuning methods, for domain-specific text classification in the context of customer-agent interactions in the retail sector. READ MORE

4. 18. Domain Adaptation Of Front View Synthetic Point Clouds Using GANs For Autonomous Driving

   University essay from KTH/Väg- och spårfordon samt konceptuell fordonsdesign

   Author : Friedemann Kleinsteuber; [2023]
   Keywords : LiDAR; Domain Adaptation; GAN; CycleGAN; Simulation; LiDAR; Domänadaption; GAN; CycleGAN; Simulation;

   Abstract : The perception of the environment is one of the main enablers of Autonomous Driving and is driven by Cameras, RADAR, and LiDAR sensors. Deep Learning algorithms used in perception need a vast amount of labeled, high-quality data which is costly to obtain for LiDAR sensors. READ MORE

5. 19. Applicability of GPT models to high-performance compute languages

   University essay from Uppsala universitet/Högenergifysik

   Author : Urlich Icimpaye; [2023]
   Keywords : Data Science; Machine Learning; Artificial Intelligence; Transformers;

   Abstract : This thesis aims to investigate the feasibility of generating code in high-performance computing languages such as C++ with neural networks. This has been investigated by transfer learning publicly available pretrained transformers on C++ code. READ MORE

6. 20. Fake Mass-Produced Advertisements Detection on Global Online Adult Service Websites

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

   Author : Ernest Pokropek; [2023]
   Keywords : Machine learning; Spam detection; Mass-produced spam; Global adult online services; Maskininlärning; Detektering av Spam; Massproducerad Spam; Globala Webbplatser som Erbjuder Eskorttjänster;

   Abstract : A significant amount of sex trafficking victims are being advertised on online adult services, which are currently being flooded with spam. Investigators rely on online adult services to track cases of sex trafficking; however, the ever-increasing volume of spam poses a mounting challenge, making their task progressively more difficult. READ MORE