Lecture2Notes
latest
Getting Started:
About
Installation
Tutorial
Dataset:
Dataset General Information
Scraper Scripts
Download Dataset
Models:
Slide Classifier
Slide Classifier API
Summarization Models
End-To-End:
E2E General Information
Combination and Summarization
Perspective Cropping
Duplicate Image Removal
Figure Detection Algorithm
Slide Structure Analysis (SSA)
Slide Clustering
Transcribe (Speech-To-Text)
Perspective Cropping & Corner Detection
E2E API
Lecture2Notes
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Lecture2Notes: End-To-End Lecture Summarization
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Lecture2Notes: End-To-End Lecture Summarization
¶
Getting Started:
About
Overview
Components
FAQ
Significant People
Installation
Overview
Quick-Install (Copy & Paste)
Step-by-Step Instructions
Tutorial
Summarizing a lecture video
Summarizing a lecture video on YouTube
Summarizing a lecture video programmatically
Dataset:
Dataset General Information
Directory Structure
Walkthrough (Step-by-Step Instructions to Create Dataset)
Transcripts WER
Scraper Scripts
1. Website Scraper
1. YouTube Scraper
2. Mass Data Collector
2. Slides Downloader
2. Video Downloader
3. Frame Extractor
3. pdf2image
4. Auto Sort
4. Sort From File
5. Compile Data
Download Dataset
Models:
Slide Classifier
Overview
Pre-trained Models
Model Architecture
Model Training Approach
Results
Script Descriptions
Slide-Classifier-Pytorch Help
Slide Classifier API
Class Cluster Scikit
Custom nn.Modules
GradCAM
Learning Rate Finder
Mish
Inference
Slide Classifier Helpers
Slide Classifier PyTorch
Summarization Models
End-To-End:
E2E General Information
Overall Explanation
Script Descriptions
Main Script Help
Combination and Summarization
Structured Joined Summarization
Combination
Modifications
Extractive Summarization
Abstractive Summarization
Perspective Cropping
SIFT Matcher & Perspective Cropping
Corner Crop Transform
Duplicate Image Removal
Figure Detection Algorithm
Slide Structure Analysis (SSA)
SSA Title Identification
Slide Clustering
Normal Algorithms
Segment Method
Transcribe (Speech-To-Text)
Chunking
Transcribing Methods
Experiment Results
Script Descriptions
DeepSegment
Other Transcription Options
Perspective Cropping & Corner Detection
Debug/Testing Mode
Example Images
Script Help
E2E API
Main Summarizer Class
Transcribe
Cluster
Corner Crop Transform
Text Detection
Figure Detection
Frames Extractor
Helpers
Image Hash
OCR
Segment Cluster
SIFT Matcher
Slide Classifier
Slide Structure Analysis
Spell Check
Summarization Approaches
Transcript Downloader
YouTube API
Indices and tables
¶
Index
Module Index
Search Page
Read the Docs
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Versions
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Downloads
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