Essays about: "Keras"

Showing result 16 - 20 of 51 essays containing the word Keras.

1. 16. AI-based Classification of Radar Signals

   University essay from Lunds universitet/Matematisk statistik

   Author : Ludwig Hollmann; Max Fors Joki; [2021]
   Keywords : Neural networks; TensorFlow; Keras; Radar signals; Mathematics and Statistics;

   Abstract : Military vehicles typically send out radar signals in order to detect their surroundings. Using an Electromagnetic Support Measures receiver, these can be detected and it is of interest to be able to classify them in order to identify the vehicle and type of radar. READ MORE

3. 17. Development of a deep learning method for soil moisture estimation at high spatial and temporal resolution using satellite data

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Nicklas Simonsen; [2021]
   Keywords : Physical Geography and Ecosystem Analysis; Machine Learning; Deep Learning; Recurrent Neural Network; LSTM; Soil Moisture; Remote Sensing; SAR; Sentinel-1; Sentinel-2; ISMN; ICOS: Geomatics; Earth and Environmental Sciences;

   Abstract : Soil moisture (SM) is an essential climate variable that controls fundamental hydrological and climatic processes. Soil moisture products derived from microwave remote sensing often provide measurements at low spatial resolution and incomplete temporal records. READ MORE

4. 18. Tree trunk image classifier : Image classification of trees using Collaboratory, Keras and TensorFlow

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : David Carlsson; [2020]
   Keywords : Barknet; TRUNK12; image classification; tree classification; tree bark classification; tree trunk classification;

   Abstract : In the forestry industry tree trunks are currently classified manually. The object of this thesis is to answer whether it is possible to automate this using modern computer hardware and image-classification of tree-trunks using machine learning algorithms. READ MORE

5. 19. Deep Learning Approach for Diabetic Retinopathy Grading with Transfer Learning

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

   Author : Linda Andersen; Philip Andersson; [2020]
   Keywords : ;

   Abstract : Diabetic retinopathy (DR) is a complication of diabetes and is a disease that affects the eyes. It is one of the leading causes of blindness in the Western world. As the number of people with diabetes grows globally, so does the number of people affected by diabetic retinopathy. READ MORE

6. 20. Hyperparameters impact in a convolutional neural network

   University essay from Högskolan i Skövde/Institutionen för informationsteknologi

   Author : Andreas Bylund; Anton Erikssen; Drazen Mazalica; [2020]
   Keywords : Machine learning; Convolutional neural network; Traffic signs preprocessed; Hyperparameters; Supervised learning; Keras;

   Abstract : Machine learning and image recognition is a big and growing subject in today's society. Therefore the aim of this thesis is to compare convolutional neural networks with different hyperparameter settings and see how the hyperparameters affect the networks test accuracy in identifying images of traffic signs. READ MORE