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Amin Najafgholizadeh Nafouti's Projects

doc2speech icon doc2speech

Transform HTML and EPUB documents into natural-sounding audio using OpenAI's TTS, intelligently managing character limits for seamless speech flow.

flickr-scraper icon flickr-scraper

A customizable Scrapy tool for creating categorized image datasets from Flickr.

goemotions-tensorflow icon goemotions-tensorflow

Multi-label emotion classification on the GoEmotions dataset using BERT, RoBERTa, and ELECTRA with TensorFlow on TPU.

sentiment_analysis_semeval icon sentiment_analysis_semeval

Sentiment analysis on SemEval dataset (3-class). Utilizes Python, Spacy, Scikit-Learn, and TensorFlow to preprocess the data and build and evaluate machine/deep learning models (SVM and BERT).

teachingdeeplearning icon teachingdeeplearning

Educational Jupyter notebooks for hands-on learning of deep learning principles and techniques.

video-organizer-by-runtime icon video-organizer-by-runtime

Python script to group short videos and subtitles into larger units based on user-defined aggregate runtime limit.

video_annotations_to_yolo icon video_annotations_to_yolo

Conversion utility for Label Studio video annotations to a YOLO-compatible format, including bounding box interpolation

yolov9 icon yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

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