Artificial Intelligence Projects

Artificial Intelligence 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
Deep Reinforcement Learning for Trading	Reinforcement Learning	Dataset	Deep Reinforcement Learning (Deep Q-Network)
Generative AI Face Image DCGANs and CycleGans	Computer Vision	Dataset	Image Generation
Building Recommender Systems with Gaussian Mixture Model and KMeans	Recommender System	Dataset	Machine Learning
Machine Translation with Simple Self-Attention	NLP		Machine Translation
Course Recommendation System Using Clustering and Sentence Transformation Models	Recommender System	Dataset	NLP & Machine Learning
Pretrained Models for Tyre Quality Classification	Computer Vision	Dataset	Image Classification

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Artificial Intelligence Projects

Artificial Intelligence 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
Latest commit History 144 Commits
AI_Based_Bone_Fracture_Detection_System.ipynb		AI_Based_Bone_Fracture_Detection_System.ipynb
AI_Image_Generation_from_Persian_Prompts_with_Stable_Diffusion.ipynb		AI_Image_Generation_from_Persian_Prompts_with_Stable_Diffusion.ipynb
AI_Powered_Image_to_Video_Converter_Using_Stable_Diffusion.ipynb		AI_Powered_Image_to_Video_Converter_Using_Stable_Diffusion.ipynb
AI_Powered_Video_Style_Transfer.ipynb		AI_Powered_Video_Style_Transfer.ipynb
Alzheimer_prj.ipynb		Alzheimer_prj.ipynb
Automated_Car_Damage_Detection_and_Segmentation_Using_U_Net.ipynb		Automated_Car_Damage_Detection_and_Segmentation_Using_U_Net.ipynb
Bone Fracture Detection Using Attention-Based CNN.ipynb		Bone Fracture Detection Using Attention-Based CNN.ipynb
Building a Recommender System with PyTorch.ipynb		Building a Recommender System with PyTorch.ipynb
Building_Recommender_systems_with_Gaussian_Mixture_Model_and_KMeans.ipynb		Building_Recommender_systems_with_Gaussian_Mixture_Model_and_KMeans.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
Comparative_Analysis_of_Pose_Estimation_MediaPipe_vs_MoveNet.ipynb		Comparative_Analysis_of_Pose_Estimation_MediaPipe_vs_MoveNet.ipynb
Course_Recommendation_System_Using_Clustering_and_Sentence_Transformation_Models.ipynb		Course_Recommendation_System_Using_Clustering_and_Sentence_Transformation_Models.ipynb
DocQA_Agent_A_Local,_Multi_Agent_Document_Q&A_System_with_LangGraph_&_HuggingFace.ipynb		DocQA_Agent_A_Local,_Multi_Agent_Document_Q&A_System_with_LangGraph_&_HuggingFace.ipynb
Drone_Detection_With_YOLOv8.ipynb		Drone_Detection_With_YOLOv8.ipynb
Drone_Detection_and_Tracking.ipynb		Drone_Detection_and_Tracking.ipynb
EUR_USD_final.ipynb		EUR_USD_final.ipynb
FILM_Frame_Interpolation_System.ipynb		FILM_Frame_Interpolation_System.ipynb
FaceFlow_Pro.ipynb		FaceFlow_Pro.ipynb
Face_Image_Generation_and_Comparison_Using_Advanced_AI_Models.ipynb		Face_Image_Generation_and_Comparison_Using_Advanced_AI_Models.ipynb
HR_VITON_High_Resolution_Virtual_Try_On_AI_System.ipynb		HR_VITON_High_Resolution_Virtual_Try_On_AI_System.ipynb
Implementation_and_Comparison_of_8_RAG_Architectures.ipynb		Implementation_and_Comparison_of_8_RAG_Architectures.ipynb
Intelligent_Vehicle_Tracking_System_Using_YOLOv8,_DeepSORT,_and_Kalman_Filter.ipynb		Intelligent_Vehicle_Tracking_System_Using_YOLOv8,_DeepSORT,_and_Kalman_Filter.ipynb
Knowledge_Graph_Based_QA_System_Using_Graph_Attention_Networks_(GAT).ipynb		Knowledge_Graph_Based_QA_System_Using_Graph_Attention_Networks_(GAT).ipynb
Metro_Gate_People_Counter.ipynb		Metro_Gate_People_Counter.ipynb
Optimizing_Drone_Electronic_Warfare_with_Reinforcement_Learning.ipynb		Optimizing_Drone_Electronic_Warfare_with_Reinforcement_Learning.ipynb
Persian RAG+Web+Fallback with Groq & LangGraph.ipynb		Persian RAG+Web+Fallback with Groq & LangGraph.ipynb
Persian_Fake_News.ipynb		Persian_Fake_News.ipynb
Persian_Speech_Recognition_with_Fine_Tuned_Whisper_Model.ipynb		Persian_Speech_Recognition_with_Fine_Tuned_Whisper_Model.ipynb
Prompt_Optimization_for_Text_Summarization_Using_Genetic_Algorithm_and_Language_Models.ipynb		Prompt_Optimization_for_Text_Summarization_Using_Genetic_Algorithm_and_Language_Models.ipynb
RAG_system_using_Wikipedia.ipynb		RAG_system_using_Wikipedia.ipynb
README.md		README.md
Robust-Persian-SER-with-Ensemble.ipynb		Robust-Persian-SER-with-Ensemble.ipynb
Self_Improving_Intelligent_Agent_with_Reflexion_Architecture_and_Web_Search_Validation.ipynb		Self_Improving_Intelligent_Agent_with_Reflexion_Architecture_and_Web_Search_Validation.ipynb
Semantic_Image_Search_System_with_CLIP.ipynb		Semantic_Image_Search_System_with_CLIP.ipynb
Smart_Escalator_Monitor.ipynb		Smart_Escalator_Monitor.ipynb
Steganography_with_Stable_Diffusion.ipynb		Steganography_with_Stable_Diffusion.ipynb
The_Intelligent_Phishing_Email_Detection_System.ipynb		The_Intelligent_Phishing_Email_Detection_System.ipynb
Vacation_Request_Management_System_Using_LangGraph_and_Language_Models.ipynb		Vacation_Request_Management_System_Using_LangGraph_and_Language_Models.ipynb
attention-based-image-captioning-with-pytorch.ipynb		attention-based-image-captioning-with-pytorch.ipynb
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
deep-reinforcement-learning-for-trading.ipynb		deep-reinforcement-learning-for-trading.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
generative-ai-face-image-dcgans-cyclegans.ipynb		generative-ai-face-image-dcgans-cyclegans.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
laptop-reviews-analysis.ipynb		laptop-reviews-analysis.ipynb
machine-translation-with-simple-self-attention.ipynb		machine-translation-with-simple-self-attention.ipynb
multi-domain-sentiment-analysis.ipynb		multi-domain-sentiment-analysis.ipynb
multimodal-biometric-recognition-system.ipynb		multimodal-biometric-recognition-system.ipynb
persian_car_plate.ipynb		persian_car_plate.ipynb
persian_car_plates_digits_.ipynb		persian_car_plates_digits_.ipynb
pretrained-models-for-tire-quality-classification.ipynb		pretrained-models-for-tire-quality-classification.ipynb
real-time-pallet-detector.ipynb		real-time-pallet-detector.ipynb
real-time-weld-defect-inspector.ipynb		real-time-weld-defect-inspector.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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Artificial Intelligence Projects with TensorFlow and PyTorch in Jupyter Notebooks.

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