Facial Keypoint Detection with PyTorch

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在此指導項目中,您將:
2 hours
中級
無需下載
分屏視頻
英語(English)
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In this 2-hour project-based course, you will be able to : - Understand the Facial Keypoint Dataset and you will write a custom dataset class for Image-Keypoint dataset. Additionally, you will apply keypoint augmentation to augment images as well as its keypoints. For keypoint augmentation you will use albumentation library. You will plot the image keypoint pair. - Load a pretrained state of the art convolutional neural network using timm library. - Create train function and evaluator function which will helpful to write training loop. Moreover, you will use training loop to train the model. - Lastly, you will use trained model to find keypoints given any image.

您要培養的技能

  • Image Processing

  • Convolutional Neural Network

  • Deep Learning

  • pytorch

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