Essays about: "I have learned"

Showing result 6 - 10 of 237 essays containing the words I have learned.

1. 6. Multi-Scale Task Dynamics in Transfer and Multi-Task Learning : Towards Efficient Perception for Autonomous Driving

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

   Author : Simon Ekman von Huth; [2023]
   Keywords : Autonomous Driving; Computer Vision; Deep Learning; Machine Learning; Multi-Task Learning; Transfer Learning; Task Relationships; Task Dynamics; Python; Multi-Scale Representation Learning; Fuss-Free Network; Självkörande Fordon; Datorseende; Djupinlärning; Maskininlärning; Multiuppgiftsinlärning; Överföringsinlärning; Uppgiftsrelationer; Uppgiftsdynamik; Python; Flerskalig Representationsinlärning; Fuss-Free Nätverk;

   Abstract : Autonomous driving technology has the potential to revolutionize the way we think about transportation and its impact on society. Perceiving the environment is a key aspect of autonomous driving, which involves multiple computer vision tasks. READ MORE

3. 7. 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

4. 8. Developing Guidelines for Proactive Supply Chain Risk Management - A Case Study at IKEA Category Food Logistic Services

   University essay from Lunds universitet/Teknisk logistik

   Author : Isabella Dahlheim; Anna Myhrman; [2023]
   Keywords : Supply Chain Risk Management SCRM ; Proactive SCRM; Risk Management Maturity; Risk Culture; Learnings Lessons Learned ; Multiple Case Study; Design Science Research Approach; Technology and Engineering;

   Abstract : The number of supply chain disruptions has increased over the last couple of years. The Covid-19 Pandemic, blockage of the Suez Canal and Russian invasion of Ukraine are some well-known examples of disruptions. READ MORE

5. 9. Educational superintendents' perspectives of a national networking project on school segregation in Sweden : Lessons to be learned?

   University essay from Stockholms universitet/Institutionen för pedagogik och didaktik

   Author : Daniel Nilsson Brodén; [2023]
   Keywords : Superintendent; school superintendent; school segregation; educational leadership; educational equity; professional development; governance; networks;

   Abstract : World-wide, countries struggle with providing equitable education to all children, where the socioeconomic (SES) background of the students does not affect their educational attainment and achievement. School segregation has been shown in previous research to exacerbate the influence of family background on educational achievement and attainment. READ MORE

6. 10. Semi-supervised anomaly detection in mask writer servo logs : An investigation of semi-supervised deep learning approaches for anomaly detection in servo logs of photomask writers

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

   Author : Toomas Liiv; [2023]
   Keywords : anomaly detection; semi-supervision; HSC; DeepSAD; photomasks; anomalidetektion; semi-övervakad; HSC; DeepSAD; fotomasker;

   Abstract : Semi-supervised anomaly detection is the setting, where in addition to a set of nominal samples, predominantly normal, a small set of labeled anomalies is available at training. In contrast to supervised defect classification, these methods do not learn the anomaly class directly and should have better generalization capability as new kinds of anomalies are introduced at test time. READ MORE