Deep Learning Models

Deep Learning Projects with TensorFlow and PyTorch in Jupyter Notebooks.

Title	Categoris	Dataset	Description	Notebooks
Alzheimer Classification	Computer Vision	Dataset	Image Classification
EUR and USD Forecasting	Time series		Deep Learning
Persian Fake News	NLP	Dataset	Text Classification
Persian Car Plate Detection with YoloV8	Computer Vision	Dataset	Object Detection
Text Classification with Fine Tuning BERT	NLP	Dataset	Text Classification
Persian Car Plates Digits Recognition with YoloV8	Computer Vision	Dataset	Object Detection
Gender and Age Prediction	Computer Vision	Dataset	Image Classification
City Scapes Image Segmentation with Unet	Computer Vision	Dataset	Image Segmentation
Multi Domain Sentiment Analysis	NLP	Dataset	Text Classification
Fashion Mnist with PyTorch	Computer Vision	Dataset	Image Classification
Faster RCNN Object Detection with pytorch	Computer Vision	Dataset	Object Detection
Brain MRI Segmentation with PyTorch and Unet	Computer Vision	Dataset	Image Segmentation
Vision Transformer Model and Handwritten Persian	Computer Vision	Dataset	Vision Transformer
Generative Handwritten Persian numerals with DCGANs	Computer Vision	Dataset	Image Generation
Generative Handwritten Persian numerals with CycleGAN	Computer Vision	Dataset	Image Generation
Image Caption Generator	Computer Vision & NLP	Dataset	Image to Text
Chatbot with Open-Source LLMs using Python and HuggingFace	NLP		LLM	HuggingFace
Fine Tuning a NLP Model for Persian Question Answering and Building Custom QA Bot	NLP	Dataset	Fine Tuning LLM Model
Smart Search with NLP	Recommender System	Dataset	HuggingFace Transformer
Building a Recommender System with Collaborative filtering	Recommender System	Dataset	Deep Learning
Background Removal with U2Net	Computer Vision	Dataset	Remove Background Image
Building a RAG system with Langchain and HuggingFace	NLP		Langchain and HuggingFace

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Deep Learning Models

Deep Learning Projects with TensorFlow and PyTorch in Jupyter Notebooks.

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omidsakaki.ir

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Name		Name	Last commit message	Last commit date
Alzheimer_prj.ipynb		Alzheimer_prj.ipynb
Building a Recommender System with PyTorch.ipynb		Building a Recommender System with PyTorch.ipynb
Building_a_RAG_system_with_Langchain_and_Hugging_Face.ipynb		Building_a_RAG_system_with_Langchain_and_Hugging_Face.ipynb
Classification_with_FineTuning_BERT.ipynb		Classification_with_FineTuning_BERT.ipynb
EUR_USD_final.ipynb		EUR_USD_final.ipynb
Persian_Fake_News.ipynb		Persian_Fake_News.ipynb
README.md		README.md
background-removal-with-u2net.ipynb		background-removal-with-u2net.ipynb
brain-mri-segmentation-with-pytorch-and-u-net.ipynb		brain-mri-segmentation-with-pytorch-and-u-net.ipynb
cityscapes-image-segmentation-with-unet.ipynb		cityscapes-image-segmentation-with-unet.ipynb
fashion-mnist-pytorch.ipynb		fashion-mnist-pytorch.ipynb
faster-rcnn-object-detection-with-pytorch.ipynb		faster-rcnn-object-detection-with-pytorch.ipynb
gender-and-age-prediction.ipynb		gender-and-age-prediction.ipynb
handwritten-persian-numerals-cyclegans-pytorch.ipynb		handwritten-persian-numerals-cyclegans-pytorch.ipynb
handwritten-persian-numerals-dcgans-pytorch.ipynb		handwritten-persian-numerals-dcgans-pytorch.ipynb
image-caption-with-pytorch.ipynb		image-caption-with-pytorch.ipynb
multi-domain-sentiment-analysis.ipynb		multi-domain-sentiment-analysis.ipynb
persian_car_plate.ipynb		persian_car_plate.ipynb
persian_car_plates_digits_.ipynb		persian_car_plates_digits_.ipynb
simple_persian_chatbot.ipynb		simple_persian_chatbot.ipynb
smart-search-with-nlp.ipynb		smart-search-with-nlp.ipynb
vision-transformers-handwritten-persian.ipynb		vision-transformers-handwritten-persian.ipynb

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Deep Learning Models

Deep Learning Projects with TensorFlow and PyTorch in Jupyter Notebooks.

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omidsakaki.ir

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