EMBL Deep Learning course 2020/21 exercises and materials
Schedule:
Webinar 1 (18.12). Theory: into to bioimage analysis, intro to machine learning. Practical / homework: image manipulation and visualization in Python.
Webinar 2 (15.01). Theory: intro to CNNs. Practical / home work: your first network on MNIST.
Webinar 3 (29.01). Theory: more about CNNs, fully convolutional networks for image-to-image transforms (segmentation, denoising). Practical / home work: U-net.