Essays about: "results of industrial training"

Showing result 16 - 20 of 68 essays containing the words results of industrial training.

1. 16. Combined Regularisation Techniques for Artificial Neural Networks

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Joseph Binns; [2022]
   Keywords : Artificial Neural Networks; ANNs; Overfitting; Combined Regularisation Techniques; Regularisation Techniques; Regularisation; L2; Weight Decay; Dropout; Early Stopping; Physics and Astronomy;

   Abstract : Artificial neural networks are prone to overfitting – the process of learning details specific to a particular training data set. Success in preventing overfitting through combining the L2 and dropout regularisation techniques has led to the combination’s recent popularity. READ MORE

3. 17. Object detection for autonomous trash and litter collection

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

   Author : Simon Edström; [2022]
   Keywords : Object detection; Trash detection; Machine learning; Pipeline; Artifical neural networks; Deeplearning; Dataset; Preprocessing; Augmentation; Psuedolabel; Tiling; Objektdetektering; Skräpigenkänning; Maskininlärning; Pipeline; Artificiella neurala nätverk; Djupinlärning; Dataset; Förprocessering; Augmentation; Psuedomarkering; Kakling;

   Abstract : Trashandlitter discarded on the street is a large environmental issue in Sweden and across the globe. In Swedish cities alone it is estimated that 1.8 billion articles of trash are thrown to the street each year, constituting around 3 kilotons of waste. One avenue to combat this societal and environmental problem is to use robotics and AI. READ MORE

4. 18. AI-based Quality Inspection forShort-Series Production : Using synthetic dataset to perform instance segmentation forquality inspection

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Simon Tsehaie Russom; [2022]
   Keywords : Synthetic Training Dataset; Geometrical Defect Detection; Instance Segmentation; Data Augmentation Techniques; Mask R-CNN; Transformers; Syntetisk Träningsdataset; Detektion av Geometriska Defekter; Instanssegmentering; Tekniker för Dataaugmentering; Mask R-CNN; Transformers;

   Abstract : Quality inspection is an essential part of almost any industrial production line. However, designing customized solutions for defect detection for every product can be costlyfor the production line. This is especially the case for short-series production, where theproduction time is limited. READ MORE

5. 19. Challenges when introducing collaborative robots in SME manufacturing industry

   University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

   Author : Marie Schnell; [2021]
   Keywords : Human-robot collaboration; HRC; collaborative robots; cobots; SME; industry 4.0; smart industry;

   Abstract : Collaborative robots, cobots, are seen as an alternative to traditional industrial robots since they are more flexible, less space-consuming, and can share the workspace with human operators. For small and medium-sized enterprises, SMEs, the adoption still is in an early stage. READ MORE

6. 20. Efficient Recycling Of Non-Ferrous Materials Using Cross-Modal Knowledge Distillation

   University essay from Linköpings universitet/Datorseende

   Author : Sebastian Brundin; Adam Gräns; [2021]
   Keywords : Recycling; Ferrous; Non-Ferrous; Knowledge Distillation; Hallucinogenic; Hyperspectral; HSI ;

   Abstract : This thesis investigates the possibility of utilizing data from multiple modalities to enable an automated recycling system to separate ferrous from non-ferrous debris. The two methods sensor fusion and hallucinogenic sensor fusion were implemented in a four-step approach of deep CNNs. READ MORE