Essays about: "konvolutionella neuronnät"
Found 5 essays containing the words konvolutionella neuronnät.
-
1. Machine learning-assisted image analysis and metabarcoding for monitoring of plankton in the seas surrounding Sweden
University essay from KTH/Industriell bioteknologiAbstract : I miljöövervakningen av haven runt Sverige har manuell mikroskopi av plankton länge varit den huvudsakliga tekniken för att övervaka växtplanktonbestånden och algblomningar. Nya tekniker utvärderas, men det är inte känt hur resultaten från de nyare teknikerna relaterar till varandra. READ MORE
-
2. Pruning a Single-Shot Detector for Faster Inference : A Comparison of Two Pruning Approaches
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Modern state-of-the-art object detection models are based on convolutional neural networks and can be divided into single-shot detectors and two-stage detectors. Two-stage detectors exhibit impressive detection performance but their complex pipelines make them slow. READ MORE
-
3. Categorisation of the Emotional Tone of Music using Neural Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Machine categorisation of the emotional content of music is an ongoing research area. Feature description and extraction for such a vague and subjective field as emotion presents a difficulty for human-designed audioprocessing. READ MORE
-
4. Training a Convolutional Neural Network to Evaluate Chess Positions
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Convolutional neural networks are typically applied to image analysis problems. We investigate whether a simple convolutional neural network can be trained to evaluate chess positions by means of predicting Stockfish (an existing chess engine) evaluations. Publicly available data from lichess.org was used, and we obtained a final MSE of 863. READ MORE
-
5. Denoising of Dual Energy X-ray Absorptiometry Images and Vertebra Segmentation
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Dual Energy X-ray Absorptiometry (DXA) is amedical imaging modality used to quantify bone mineral density and to detect fractures. It is widely used due to its cheap cost and low radiation dose, however it produces noisy images that can be difficult to interpret for a human expert or a machine. READ MORE
