Deep Learning with PyTorch : Image Segmentation

مقدمة من

شعار المنصة
يبدأ من 2023-01-23 إلى 2023-02-06
2.00 ساعة تعليمية
متوسط
اللغة : الإنجليزية
ترجمة المقرر
3 المهارات

نبذة عن المقرر

In this 2-hour project-based course, you will be able to :

- Understand the Segmentation Dataset and you will write a custom dataset class for Image-mask dataset. Additionally, you will apply segmentation augmentation to augment images as well as its masks. For image-mask augmentation you will use albumentation library. You will plot the image-Mask pair.

- Load a pretrained state of the art convolutional neural network for segmentation problem(for e.g, Unet) using segmentation model pytorch library.

- Create train function and evaluator function which will helpful to write training loop. Moreover, you will use training loop to train the model.

المدربين

Parth Dhameliya
Parth Dhameliya
Machine Learning Instructor