Hey,
In this video, we will discuss Albumentations. It is a python package for augmentations. You must be thinking, "What's the need for a dedicated augmentation library when most of the deep learning frameworks already have support for augmentation?". Well, Albumentations is different it is very fast, easy to use, and most important you can do augmentation for Image segmentation, Object Detection even incorporates this with Tensorflow! I have elaborated on all of this in the video. Do watch the video and Like & subscribe for YouTube Algorithm!
Timestamp:
0:00-0:08 Introduction
0:08-1:55 What is Augmentation?
1:55-2:12 Intro to Albumentations
2:12-4:14 Albumentations for Classification
4:14-5:21 Albumentations for Image Segmentation
5:21-6:35 Albumentations for Object Detection
6:35-7:08 How to improve Image quality & extras
7:08-8:58 Albumentations with TensorFlow
8:58-9:24 Outro
Access this playlist: [ Ссылка ]
Source Code: [ Ссылка ]
Github Repo of playlist: [ Ссылка ]
🔗 Social Media 🔗
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🌎 Website: [ Ссылка ]
📂 GitHub: [ Ссылка ]
⭐ Credits ⭐
Special Thanks - Aakash Gaikwad
Music: [ Ссылка ]
#dataaugmentation #albumentations #deeplearning
Thank You,
Pritish Mishra
![](https://i.ytimg.com/vi/Xhl_S_0ZYEo/maxresdefault.jpg)