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Bengali.AI- Handwritten Grapheme Classification Using PyTorch

Abhishek Thakur via YouTube

Overview

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Learn how to approach the Bengali.AI Handwritten Grapheme Classification Kaggle competition using PyTorch in this comprehensive tutorial video. Dive into a multi-label classification challenge involving over 200,000 images as you build a framework, create a dataset class, and explore image data. Master techniques for training pre-trained models on this specific dataset, covering topics such as workspace setup, data downloading, multilabel classification, code execution, data importing, image pickles, dataset class creation, augmentation application, and dataset verification. Gain valuable insights into tackling complex machine learning competitions and enhancing your PyTorch skills.

Syllabus

Introduction
Setup Workspace
Download Data
Multilabel Classification
Running the Code
Importing Data
Image Pickles
Dataset Class
Apply Augmentation
Verify Datasets

Taught by

Abhishek Thakur

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