Deep-Learning-formation

Workshop:
Bioimage analysis applications based on Deep Learning

Part 1 : Fundamentals

• DL Ex1_Clusterization_linearly_separated
• DL Ex2_Clusterization_not_linearly_separated_parabola
• DL Ex3_Clusterization_not_linearly_separated_spiral
• Materials
  • Introduction_deep_learning_part1_2023.pdf

Part 2 : Introduction of convolutional network and applications

• DL Ex4_MNIST_dense_vs_convolutional_nn
• DL Ex5_RBC_image_classification
• DL Ex6_bacteria_segmentation_with_Unet
• DL_Ex7_nuclei_segmentation_with_StarDist
• Materials
  • Introduction_deep_learning_part2_2023.pdf