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Deep Learning Models

Deep Learning Projects with TensorFlow and PyTorch in Jupyter Notebooks.

TitleCategorisDatasetDescriptionNotebooks
Alzheimer ClassificationComputer VisionDatasetImage Classificationtensorflow
EUR and USD ForecastingTime seriesDeep Learningtensorflow
Persian Fake NewsNLPDatasetText Classificationtensorflow
Persian Car Plate Detection with YoloV8Computer VisionDatasetObject Detectionyolov8
Text Classification with Fine Tuning BERTNLPDatasetText Classificationtensorflow
Persian Car Plates Digits Recognition with YoloV8Computer VisionDatasetObject Detectionyolov8
Gender and Age PredictionComputer VisionDatasetImage Classificationtensorflow
City Scapes Image Segmentation with UnetComputer VisionDatasetImage Segmentationtensorflow
Multi Domain Sentiment AnalysisNLPDatasetText Classificationtensorflow
Fashion Mnist with PyTorchComputer VisionDatasetImage Classificationpytorch
Faster RCNN Object Detection with pytorchComputer VisionDatasetObject Detectionpytorch
Brain MRI Segmentation with PyTorch and UnetComputer VisionDatasetImage Segmentationpytorch
Vision Transformer Model and Handwritten PersianComputer VisionDatasetVision Transformerpytorch
Generative Handwritten Persian numerals with DCGANsComputer VisionDatasetImage Generationpytorch
Generative Handwritten Persian numerals with CycleGANComputer VisionDatasetImage Generationpytorch
Image Caption GeneratorComputer Vision & NLPDatasetImage to Textpytorch
Chatbot with Open-Source LLMs using Python and HuggingFaceNLPLLM HuggingFace
Fine Tuning a NLP Model for Persian Question Answering and Building Custom QA Bot NLPDatasetFine Tuning LLM Modelpytorch
Smart Search with NLPRecommender SystemDatasetHuggingFace Transformerpytorch
Building a Recommender System with Collaborative filteringRecommender SystemDatasetDeep Learningpytorch
Background Removal with U2NetComputer VisionDatasetRemove Background Imagetensorflow
Building a RAG system with Langchain and HuggingFaceNLPLangchain and HuggingFaceLangchain


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