FINAL YEAR PROJECTS

PYTHON PROJECTS

IEEE based Computer Science CSE Python Projects for MTech / MS / BE / BTech / MCA / M.Sc Final Year students. These projects allow students to gain practical experience and showcase their skills to potential employers through proper documentation, plagiarism-free reports, and source code.

Python Projects

Python Projects For Final Year Students

Final year computer science students can choose to work on a wide range of python projects in any of the programming tools like Anaconda, pip, PyCharm, Visual Studio Code, Jupyter Notebook, Git.

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S.NOPROJECT TITLES
PY4ML1A Survey on Data Pricing from Economics to Data Science
PY4ML2Deep Constraint-based Propagation in Graph Neural Networks
PY4ML3Role-based Graph Embeddings
PY4ML4A heterogeneous ensemble learning method for neuroblastoma survival prediction
PY4ML5Segmented Generative Networks Data Generation in the Uniform Probability Space
PY4ML6Unsupervised Ensemble Classification with Sequential and Networked Data
PY4ML7A Review for Weighted MinHash Algorithms
PY4ML8PGeoTopic: A Distributed Solution for Mining Geographical Topic Models
PY4ML9Cold-Start Active Sampling Via ?-Tube
PY4ML10Gradual Machine Learning for Entity Resolution
PY4ML11Composite Kernel of Mutual Learning on Mid-Level Features for Hyperspectral Image Classification
PY4ML12Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis
PY4ML13A Deep Multi-View Framework for Anomaly Detection on Attributed Networks
PY4ML14A Hybrid System Based on Dynamic Selection for Time Series Forecasting
PY4ML15Using Randomness to Improve Robustness of Tree-based Models Against Evasion Attacks
PY4ML16Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer
PY4ML17Data Representation by Joint Hypergraph Embedding and Sparse Coding
PY4ML18T-PAIR: Temporal Node-Pair Embedding for Automatic Biomedical Hypothesis Generation
PY4ML19Learnable Weighting of Intra-Attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes
PY4ML20PPD: A Scalable and Efficient Parallel Primal-Dual Coordinate Descent Algorithm
PY4ML21Spectral_Temporal Receptive Field-Based Descriptors and Hierarchical Cascade Deep Belief Network for Guitar Playing Technique Classification
PY4ML22Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation
PY4ML23Multisource-Refined Transfer Network for Industrial Fault Diagnosis Under Domain and Category Inconsistencies
PY4ML24A Deep Neural Network for Crossing-City POI Recommendations
PY4ML25Deep Pairwise Hashing for Cold-start Recommendation
PY4ML26Database Meets Artificial Intelligence: A Survey
PY4ML27Incorporating Multi-Source Urban Data for Personalized and Context-Aware Multi-Modal Transportation Recommendation
PY4ML28A Novel Discriminative Dictionary Pair Learning Constrained by Ordinal Locality for Mixed Frequency Data Classification
PY4ML29Capri: Consensus Accelerated Proximal Reweighted Iteration for A Class of Nonconvex Minimizations
PY4ML30Group Sampling for Scale Invariant Face Detection
PY4ML31GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning Over Large-Scale Graphs
PY4ML32Scaling Up Generalized Kernel Methods
PY4ML33Sharing Matters for Generalization in Deep Metric Learning
PY4ML34Semantic Interpretation of Top-N Recommendations
PY4ML35Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation With Structural MRI
PY4ML36Optimal Scale Combination Selection Integrating Three-Way Decision With Hasse Diagram
PY4ML37A High-Performance Index for Real-Time Matrix Retrieval
PY4ML38Feature Selection Boosted by Unselected Features
PY4ML39Iterative Refinement for Multi-source Visual Domain Adaptation
PY4ML40CAMU Cycle-Consistent Adversarial Mapping Model for User Alignment across Social Networks
PY4ML41BayesFlow Learning Complex Stochastic Models With Invertible Neural Networks
PY4ML42Deep Cross-Output Knowledge Transfer Using Stacked-Structure Least-Squares Support Vector Machines
PY4ML43Global Negative Correlation Learning A Unified Framework for Global Optimization of Ensemble Models
PY4ML44SR-EM: Episodic Memory Aware of Semantic Relations Based on Hierarchical Clustering Resonance Network
PY4ML45Item Concept Network Towards Concept-based Item Representation Learning
PY4ML46Manifold Modeling in Embedded Space An Interpretable Alternative to Deep Image Prior
PY4ML47Robust Variational Learning for Multiclass Kernel Models With Stein Refinement
PY4ML48Head Pose Estimation Based on Multivariate Label Distribution
PY4ML49Large Scale Network Embedding A Separable Approach
PY4ML50Online Reinforcement Learning Control by Direct Heuristic Dynamic Programming: From Time-Driven to Event-Driven
PY4ML51Representation Learning from Limited Educational Data with Crowdsourced Labels
PY4ML52Representative Task Self-Selection for Flexible Clustered Lifelong Learning
PY4ML53Multi-Dimensional Randomized Response
PY4ML54Improving Speech Emotion Recognition With Adversarial Data Augmentation Network
PY4ML55Multiview Subspace Clustering With Grouping Effect
PY4ML56Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patient-Specific Seizure Prediction
PY4ML57PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models
PY4ML58Bioinspired Scene Classification by Deep Active Learning With Remote Sensing Applications
PY4ML59Representation Learning with Multi-level Attention for Activity Trajectory Similarity Computation
PY4ML60A Survey on Knowledge Graph-Based Recommender Systems
PY4ML61Deep Learning for Spatio-Temporal Data Mining A Survey
PY4ML62Optimizing Attention for Sequence Modeling via Reinforcement Learning
PY4ML63An Experimentation Platform for On-Chip Integration of Analog Neural Networks: A Pathway to Trusted and Robust Analog/RF ICs
PY4ML64Small Low-Contrast Target Detection Data-Driven Spatiotemporal Feature Fusion and Implementation
PY4ML65Adaptive Lower-level Driven Compaction to Optimize LSM-Tree Key-Value Stores
PY4ML66Deep Ladder-Suppression Network for Unsupervised Domain Adaptation
PY4ML67GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss
PY4ML68Deep Visual Odometry with Adaptive Memory
PY4ML69A Multi-criteria Approach for Fast and Robust Representative Selection from Manifolds
PY4ML70Social Attentive Deep Q-networks for Recommender Systems
PY4ML71Learning to Solve Task-Optimized Group Search for Social Internet of Things
PY4ML72A Novel Method for Creating an Optimized Ensemble Classifier by Introducing Cluster Size Reduction and Diversity
PY4ML73Short Text Topic Modeling Techniques, Applications, and Performance: A Survey
PY4ML74Domain-adversarial Network Alignment
PY4ML75Robust Rank-Constrained Sparse Learning: A Graph-Based Framework for Single View and Multiview Clustering
PY4ML76Saliency-Based Multilabel Linear Discriminant Analysis
PY4ML77RGBT Tracking via Noise-Robust Cross-Modal Ranking
PY4ML78Learning Fuzzy Automatons Event Transition Matrix When Post-Event State Is Unknown
PY4ML79Multi-view Consensus Proximity Learning for Clustering
PY4ML80Hypergraph Partitioning With Embeddings
PY4ML81Minority Sub-region Estimation-based Oversampling for Imbalance Learning
PY4ML82Industrial Power Load Forecasting Method Based on Reinforcement Learning and PSO-LSSVM
PY4ML83Clustering Analysis via Deep Generative Models With Mixture Models
PY4ML84Adaptive Hierarchical Attention-Enhanced Gated Network Integrating Reviews for Item Recommendation
PY4ML85Semisupervised Multiple Choice Learning for Ensemble Classification
PY4ML86A Survey on Large-scale Machine Learning
PY4ML87Momentum Acceleration in the Individual Convergence of Nonsmooth Convex Optimization With Constraints
PY4ML88Transductive Multiview Modeling With Interpretable Rules, Matrix Factorization, and Cooperative Learning
PY4ML89Mixture Correntropy-Based Kernel Extreme Learning Machines
PY4ML90Toward Predicting Active Participants in Tweet Streams: A Case Study on Two Civil Rights Events
PY4ML91More Than Privacy Applying Differential Privacy in Key Areas of Artificial Intelligence
PY4ML92Enhancing Factorization Machines with Generalized Metric Learning
PY4ML93Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM
PY4ML94A Survey on Modern Deep Neural Network for Traffic Prediction Trends, Methods and Challenges
PY4ML95Consensus One-step Multi-view Subspace Clustering
PY4ML96Conditional Random Fields for Multiview Sequential Data Modeling
PY4ML97Active Learning for Estimating Reachable Sets for Systems With Unknown Dynamics
PY4ML98Semi-supervised Concept Learning by Concept-cognitive Learning and Concept Space
PY4ML99Graph Neural Network for Fraud Detection via Spatial-temporal Attention
PY4ML100Analysis on the Number of Linear Regions of Piecewise Linear Neural Networks
PY4ML101Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification
PY4ML102A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
PY4ML103Learning Latent Representation for IoT Anomaly Detection
PY4ML104Discovering Temporal Patterns for Event Sequence Clustering via Policy Mixture Model
PY4ML105Encoding high-cardinality string categorical variables
PY4ML106Efficient Algorithms for Kernel Aggregation Queries
PY4ML107Performance Improvement of a Parsimonious Learning Machine Using Metaheuristic Approaches
PY4ML108Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data
PY4ML109Prior Guided Feature Enrichment Network for Few-Shot Segmentation
PY4ML110Learnable Subspace Clustering
PY4ML111Unsupervised Domain Adaptation via Discriminative Manifold Propagation
PY4ML112Fully Dynamic k-Center Clustering with Improved Memory Efficiency
PY4ML113Enhanced Discrete Multi-modal Hashing More Constraints yet Less Time to Learn
PY4ML114Link Prediction Based on Stochastic Information Diffusion
PY4ML115Imbalanced Data Classification via Cooperative Interaction Between Classifier and Generator
PY4ML116Dynamic Double Classifiers Approximation for Cross-Domain Recognition
PY4ML117Hypergraph Learning Methods and Practices
PY4ML118Improving EEG Decoding via Clustering-Based Multitask Feature Learning
PY4ML119HAM Hybrid Associations Models for Sequential Recommendation
PY4ML120Deep Attention-Based Imbalanced Image Classification
PY4ML121Discriminative Mixture Variational Autoencoder for Semisupervised Classification
PY4ML122Preference and Constraint Factor Model for Event Recommendation
PY4ML123Progressive Self-Supervised Clustering With Novel Category Discovery
PY4ML124CuWide Towards Efficient Flow-based Training for Sparse Wide Models on GPUs
PY4ML125Neuroscience and Network Dynamics Toward Brain-Inspired Intelligence
PY4ML126An Adaptive Social Spammer Detection Model with Semi-supervised Broad Learning
PY4ML127Adaptive Local Embedding Learning for Semi-supervised Dimensionality Reduction
PY4ML128A BP Neural Network Based Recommender Framework with Attention Mechanism
PY4ML129Fairness in Semi-supervised Learning Unlabeled Data Help to Reduce Discrimination
PY4ML130Hierarchical Prediction and Adversarial Learning For Conditional Response Generation
PY4ML131Ternary Compression for Communication-Efficient Federated Learning
PY4DL1WeDea A New EEG-based Framework for Emotion Recognition
PY4DL2Leveraging Deep Learning Techniques to Improve P300-Based Brain Computer Interfaces
PY4DL3Analysis of Classifier Training on Synthetic Data for Cross-Domain Datasets
PY4DL4Adversarial Evaluation of Autonomous Vehicles in Lane-Change Scenarios
PY4DL5DeepSPIO Super Paramagnetic Iron Oxide Particle Quantification using Deep Learning in Magnetic Resonance Imaging
PY4DL6Stroke Risk Prediction with Hybrid Deep Transfer Learning Framework
PY4DL7Real-Time Tracking Algorithm for Aerial Vehicles Using Improved Convolutional Neural Network and Transfer Learning
PY4DL8Confidence Estimation via Auxiliary Models
PY4DL9Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation
PY4DL10A Deep Learning Approach for Flight Delay Prediction through Time-Evolving Graphs
PY4DL11Exploring Human Mobility for Multi-pattern Passenger Prediction A Graph Learning Framework
PY4DL12Spatio-Contextual Deep Network Based Multimodal Pedestrian Detection For Autonomous Driving
PY4DL13BARNet Boundary Aware Refinement Network for Crack Detection
PY4DL14A Graph Convolutional Stacked Bidirectional Unidirectional-LSTM Neural Network for Metro Ridership Prediction
PY4DL15Physics-based Noise Modeling for Extreme Low-light Photography
PY4DL16Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data
PY4DL17Transferable Interactiveness Knowledge for Human-Object Interaction Detection
PY4DL18Deployment Optimization for Shared e-Mobility Systems with Multi-agent Deep Neural Search
PY4DL19Meta-Teacher For Face Anti-Spoofing
PY4DL20Data pre-processing using Neural Processes for Modelling Personalised Vital-Sign Time-Series Data
PY4DL21Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture
PY4DL22Deep Learning-Based Vehicle Behavior Prediction for Autonomous Driving Applications A Review
PY4DL23An End-to-End Multi-Task Learning Model for Drivable Road Detection via Edge Refinement and Geometric Deformation
PY4DL24SWNet A Deep Learning Based Approach for Splashed Water Detection on Road
PY4DL25Deep Reinforcement Learning for the Electric Vehicle Routing Problem with Time Windows
PY4DL26Traffic Signal Control Using End-to-End Off-Policy Deep Reinforcement Learning
PY4DL27Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs
PY4DL28Deep Hough Transform for Semantic Line Detection
PY4DL29HarMI Human Activity Recognition via Multi-Modality Incremental Learning
PY4DL30DeepMTS Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PETCT
PY4DL31Vehicles Detection for Smart Roads Applications on Board of Smart Cameras A Comparative Analysis
PY4DL32Software-Defined Vehicular Networks With Trust Management A Deep Reinforcement Learning Approach
PY4DL33An Iteratively Optimized Patch Label Inference Network for Automatic Pavement Distress Detection
PY4DL34Confidence-and-Refinement Adaptation Model for Cross-Domain Semantic Segmentation
PY4DL35Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation Radiosurgery Application
PY4DL36Physics Informed Deep Reinforcement Learning for Aircraft Conflict Resolution
PY4DL37DPODv2 Dense Correspondence-Based 6 DoF Pose Estimation
PY4DL38Learning Deformable Image Registration from Optimization Perspective, Modules, Bilevel Training and Beyond
PY4DL39Towards End-to-End Text Spotting in Natural Scenes
PY4DL40Artificial Intelligence for Colonoscopy Past, Present, and Future
PY4DL41Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-Identification
PY4DL42Multi-level Attention Network for Retinal Vessel Segmentation
PY4DL43A Multi-Stream Feature Fusion Approach for Traffic Prediction
PY4DL44End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning
PY4DL45Interaction-Aware Spatio-Temporal Pyramid Attention Networks for Action Classification
PY4DL46Deep Reinforcement Learning for Intelligent Transportation Systems A Survey
PY4DL47Automatic Detection of Aortic Valve Events Using Deep Neural Networks on Cardiac Signals From Epicardially Placed Accelerometer
PY4DL48Detailed Avatar Recovery from Single Image
PY4DL49AutoAtlas Neural Network for 3D Unsupervised Partitioning and Representation Learning
PY4DL50A Graph-Based Temporal Attention Framework for Multi-Sensor Traffic Flow Forecasting
PY4DL51Mix-and-Interpolate A Training Strategy to Deal With Source-Biased Medical Data
PY4DL52Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images Techniques and Clinical Applications
PY4DL53Towards Accurate and Compact Architectures via Neural Architecture Transformer
PY4DL54Learning Multimodal Representations for Drowsiness Detection
PY4DL55Human Trajectory Forecasting in Crowds A Deep Learning Perspective
PY4DL56Attention in Attention Networks for Person Retrieval
PY4DL57Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions
PY4DL58Predicting Appearance of Vehicles From Blind Spots Based on Pedestrian Behaviors at Crossroads
PY4DL59Semantic Segmentation for Free Space and Lane Based on Grid-Based Interest Point Detection
PY4DL60Space-Air-Ground Integrated Multi-domain Network Resource Orchestration based on Virtual Network Architecture a DRL Method
PY4DL61Distracted Driver Detection Based on a CNN With Decreasing Filter Size
PY4DL62Deep CNN, Body Pose and Body-Object Interaction Features for Drivers Activity Monitoring
PY4DL63An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure
PY4DL64Train Time Delay Prediction for High-Speed Train Dispatching Based on Spatio-Temporal Graph Convolutional Network
PY4DL65Tufts Dental Database A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems
PY4DL66Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations
PY4DL67Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation
PY4DL68Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics
PY4DL69Short-Term Traffic Flow Forecasting Method With M-B-LSTM Hybrid Network
PY4DL70Meta-Wrapper Differentiable Wrapping Operator for User Interest Selection in CTR Prediction
PY4DL71Explainable Diabetic Retinopathy Detection and Retinal Image Generation
PY4DL72Attention in Reasoning Dataset, Analysis, and Modeling
PY4DL73Driver Identification and Verification From Smartphone Accelerometers Using Deep Neural Networks
PY4DL74A Multi-Scale Attributes Attention Model for Transport Mode Identification
PY4DL75SplitAVG A heterogeneity-aware federated deep learning method for medical imaging
PY4DL76Joint detection and matching of feature points in multimodal images
PY4DL77MM-UrbanFAC Urban Functional Area Classification Model Based on Multimodal Machine Learning
PY4DL78A Time-Series Feature-Based Recursive Classification Model to Optimize Treatment Strategies for Improving Outcomes and Resource Allocations of COVID-19 Patients
PY4DL79Real-Time Learning from an Expert in Deep Recommendation Systems with Application to mHealth for Physical Exercises
PY4DL80Scalable and Practical Natural Gradient for Large-Scale Deep Learning
PY4DL81CenterNet3D An Anchor Free Object Detector for Point Cloud
PY4DL82Meta-Learning in Neural Networks A Survey
PY4DL83Assessment of Parkinson's Disease Severity from Videos using Deep Architectures
PY4DL84Deep Learning for Road Traffic Forecasting Does it Make a Difference
PY4DL85Intelligent Traffic Accident Prediction Model for Internet of Vehicles With Deep Learning Approach
PY4DL86Line Graph Neural Networks for Link Prediction
PY4DL87GraphSAGE-Based Traffic Speed Forecasting for Segment Network With Sparse Data
PY4DL88Short-Term Traffic Flow Forecasting Using Ensemble Approach Based on Deep Belief Networks
PY4DL89Automatic Video Analysis Framework for Exposure Region Recognition in X-Ray Imaging Automation
PY4DL90Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural
PY4DL91Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent
PY4DL92Semi-Decentralized Network Slicing for Reliable V2V Service Provisioning A Model-free Deep
PY4DL93RAVIR A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis
PY4DL94Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-Learning
PY4DL95DFR-TSD A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions
PY4DL96Learning Versatile Convolution Filters for Efficient Visual Recognition
PY4DL97GREN Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray Images
PY4DL98HazDesNet An End-to-End Network for Haze Density Prediction
PY4DL99End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning
PY4DL100On-Street Parking Occupancy Inference Based on Payment Transactions
PY4DL101A Distributed Model-Free Algorithm for Multi-hop Ride-sharing using Deep Reinforcement Learning
PY4DL102The Devil Is in the Details An Efficient Convolutional Neural Network for Transport Mode Detection
PY4DL103Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture
PY4DL104A Multi-Stream Convolutional Neural Network for Classification of Progressive MCI in Alzheimer's Disease Using Structural MRI Images
PY4DL105Dynamic Neural Graphs Based Federated Reptile for Semi-supervised Multi-Tasking in Healthcare Applications
PY4DL106Biomedical Relation Extraction With Knowledge Graph-Based Recommendations
PY4DL107Traffic Information Mining From Social Media Based on the MC-LSTM-Conv Model
PY4DL108VARID Viewpoint-Aware Re-IDentification of Vehicle Based on Triplet Loss
PY4DL109A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification
PY4DL110Medical data wrangling with sequential variational autoencoders
PY4DL111Deep Learning in Lane Marking Detection A Survey
PY4DL112AdaPool: A Diurnal-Adaptive Fleet Management Framework Using Model-Free Deep Reinforcement Learning and Change Point Detection
PY4DL113Multi-Magnification Image Search in Digital Pathology
PY4DL114Learning TBox With a Cascaded Anchor-Free Network for Vehicle Detection
PY4DL115Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets
PY4DL116Model-Reference Reinforcement Learning for Collision-Free Tracking Control of Autonomous Surface Vehicles
PY4DL117Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network
PY4DL118Automatic assessment of Pectus Excavatum severity from CT images using deep learning
PY4DL119Key Points Estimation and Point Instance Segmentation Approach for Lane Detection
PY4DL120Continual Adaptation for Deep Stereo
PY4DL121On Model Selection for Scalable Time Series Forecasting in Transport Networks
PY4DL122Counting People by Estimating People Flows
PY4DL123An Empirical Review of Deep Learning Frameworks for Change Detection Model Design, Experimental Frameworks, Challenges and Research Needs
PY4DL124Deep Generative Modelling A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models
PY4DL125On Smart Gaze based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks
PY4DL126Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment
PY4DL127GPCA A Probabilistic Framework for Gaussian Process Embedded Channel Attention
PY4DL128On Learning Disentangled Representations for Gait Recognition
PY4DL129ProtTrans Toward Understanding the Language of Life Through Self-Supervised Learning
PY4DL130Pose-Guided Representation Learning for Person Re-Identification
PY4DL131From Handcrafted to Deep Features for Pedestrian Detection A Survey
PY4DL132Physics-Informed Deep Learning for Traffic State Estimation
PY4BC1To Incentivize or Not: Impact of Blockchain-Based Cryptoeconomic Tokens on Human Information Sharing Behavior
PY4BC2Message Scheduling in Blockchain Based IoT Environment with Additional Fog Broker Layer
PY4BC3Block Search Stochastic Simulation Algorithm (BlSSSA) A Fast Stochastic Simulation Algorithm for Modeling Large Biochemical Networks
PY4BC4Blockchain in Education: A Systematic Review and Practical Case Studies
PY4BC5Domain and Challenges of Big Data and Archaeological Photogrammetry with Blockchain
PY4BC6Blockchain-based Autonomous Authentication and Integrity for Internet of Battlefield Things in C3I System
PY4BC7Cross-Domain Self-Authentication Based Consortium Blockchain for Autonomous Valet Parking System
PY4BC8SoK: Network-Level Attacks on the Bitcoin P2P Network
PY4BC9Development of Blockchain-Based Health Information Exchange Platform Using HL7 FHIR Standards Usability Test
PY4BC10Cloud Firewall Under Bursty and Correlated Data Traffic A Theoretical Analysis
PY4BC11Comparative Analysis of Decentralized Identity Approaches
PY4BC12Blockchain-enabled Intrusion Detection and Prevention System of APTs within Zero Trust Architecture
PY4BC13Design of Secure Mutual Authentication Scheme for Metaverse Environments using Blockchain
PY4BC14LiteZKP: Lightening Zero-Knowledge Proof-Based Blockchains for IoT and Edge Platforms
PY4BC15FRPNet: A Feature-Reflowing Pyramid Network for Object Detection of Remote Sensing Images
PY4BC16Cell based Raft Algorithm for Optimized Consensus Process on Blockchain in Smart Data Market
PY4BC17REPUTABLE - A Decentralized Reputation System for Blockchain-based Ecosystems
PY4BC18DDMIA Distributed Dynamic Mutual Identity Authentication for referrals in Blockchain-based Health Care networks
PY4BC19A System for The Promotion of Traceability and Ownership of Health Data Using Blockchain
PY4BC20Blockchain Power Trading and Energy Management Platform
PY4BC21Resource Analysis of Blockchain Consensus Algorithms in Hyperledger Fabric
PY4BC22Towards the classification of Self-Sovereign Identity properties
PY4BC23Impact of Block Data Components on the Performance of Blockchain-based VANET Implemented on Hyperledger Fabric
PY4BC24Research on Payment Settlement Mode in Cross-Border Business Trade Based on Blockchain Technology
PY4BC25High-Performance Accurate and Approximate Multipliers for FPGA-based Hardware Accelerators
PY4BC26Compliance SSI System Property Set to Laws, Regulations, and Technical Standards
PY4BC27Detection of Small Aerial Object Using Random Projection Feature With Region Clustering
PY4BC28A Patient-Centric Healthcare Framework Reference Architecture for Better Semantic Interoperability based on Blockchain, Cloud, and IoT
PY4BC29Analysis of the Features and Structure Behind Availability in Blockchain Using Altcoin
PY4BC30New Blockchain Based Special Keys Security Model with Path Compression Algorithm for Big Data
PY4BC31Do-It-Yourself Recommender System: Reusing and Recycling With Blockchain and Deep Learning
PY4BC32Analysis of Spectrum Sensing and Spectrum Access in Cognitive Radio Networks with Heterogeneous Traffic and p-Retry Buffering
PY4BC33Systematic Review on AI-Blockchain Based E-Healthcare Records Management Systems
PY4BC34Blockchain-based Traceability System for Product Recall
PY4BC35Blockchain-Based Intelligent Charging Station Management System Platform
PY4BC36Blockchain-Based Autonomous Notarization System Using National eID Card
PY4BC37A Blockchain Footprint for Authentication of IoT-Enabled Smart Devices in Smart Cities State-of-the-art, Advancement, Challenges and Future Research Directions
PY4BC38Efficient Algorithms for Constant-Modulus Analog Beamforming
PY4BC39Adoption of Federated Learning for Healthcare Informatics Emerging Applications and Future Directions
PY4BC40DSMAC: Privacy-Aware Decentralized Self-Management of Data Access Control Based on Blockchain for Health Data
PY4BC41Blockchain Technology for Secure Supply Chain Management: A Comprehensive Review
PY4BC42A blockchain architecture for trusted sub-ledger operations and financial audit using decentralized microservices
PY4BC43Quantum Blockchain Based on Dimensional Lifting Generalized Gram-Schmidt Procedure
PY4BC44A derivative PBFT blockchain consensus algorithm with dual primary nodes based on separation of powers-DPNPBFT
PY4BC45BCsRNG: A Secure Random Number Generator Based on Blockchain
PY4BC46Blockchain Scaling using Rollups A Comprehensive Survey
PY4BC47Blockchain-Empowered Service Management for the Decentralized Metaverse of Things
PY4BC48xVDB: A High-Coverage Approach for Constructing a Vulnerability Database
PY4BC49Chain-based Covert Data Embedding Schemes in Blockchain
PY4BC50Blockchain-Enabled Social Security Services Using Smart Contracts
PY4BC51Secure Message Handling in Vehicular Energy Networks using Blockchain and Artificially Intelligent IPFS
PY4BC52A Coexistence Analysis of Blockchain, SCADA Systems, and OpenADR for Energy Services Provision
PY4BC53The Block Propagation in Blockchain-based Vehicular Networks
PY4BC54SIGNORA: A Blockchain-Based Framework for Dataflow Integrity Provisioning in an Untrusted Data Pipeline
PY4BC55Black-Box for Blockchain Parameters Adjustment
PY4BC56Blockchain-based Distributed Renewable Energy Management Framework
PY4BC57A Blockchain-Based Solution for Mitigating Overproduction and Underconsumption of Medical Supplies
PY4BC58An Ultra-Scalable Blockchain Platform for Universal Asset Tokenization Design and Implementation
PY4BC59Generative VoxelNet: Learning Energy-Based Models for 3D Shape Synthesis and Analysis
PY4BC60Blockchain and NFTs for Time-bound Access and Monetization of Private Data
PY4BC61A Gap Between Blockchain and General Data Protection Regulation A Systematic Review
PY4BC62Blockchain-Based Traceability for the Fishery Supply Chain
PY4BC63Survey on Blockchain-based IoT Payment and Marketplaces
PY4BC64Towards Large-Scale and Privacy-Preserving Contact Tracing in COVID-19 Pandemic: A Blockchain Perspective
PY4BC65End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications
PY4BC66FedMarket: A Cryptocurrency Driven Marketplace for Mobile Federated Learning Services
PY4BC67A Novel Blockchain Based Secured and QoS Aware IoT Vehicular Network in Edge Cloud Computing
PY4BC68CDD-Net A Context-Driven Detection Network for Multiclass Object Detection
PY4BC69Overcoming Data Availability Attacks in Blockchain Systems: Short Code-Length LDPC Code Design for Coded Merkle Tree
PY4BC70Electronic Health Records Sharing Model Based on Blockchain With Checkable State PBFT Consensus Algorithm
PY4BC71A Secure Batch Authentication Scheme for Multiaccess Edge Computing in 5G-Enabled Intelligent Transportation System
PY4BC72Blockchain and AI-empowered Healthcare Insurance Fraud Detection An Analysis, Architecture, and Future Prospects

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Computer Science Projects description

Here are course descriptions related to Programming and Frameworks which will help you to gaining a thorough knowledge of the course.

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Python Final Year Projects FAQs

Here are answers to some questions related to Python Projects for Final Year Students which are frequently asked by engineering students.

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You can take the following actions to launch a Python project:

  • Create a directory for the project.
  • Construct a virtual setting.
  • Install all required dependencies and packages.
  • When writing your code, break it up into modules or packages.
  • Check the code.
  • Create a project document.
  • Use Git to version-control your code.
  • Share and collaborate on your project on websites like GitHub.

Several Python project suggestions for beginners include:

  • creating a basic calculator.
  • putting together a temperature converter.
  • putting in place a simple text-based game.
  • creating a task management application.
  • constructing a web scraper.
  • making a simple chatbot.

Python frameworks allow web app creation:

  • Flask: An easy-to-use lightweight web framework.
  • Django: A comprehensive web framework for building complex web applications.
  • FastAPI: A modern, high-performance web framework for API development with automatic documentation and validation.

Popular Python machine learning frameworks:

  • Deep learning uses TensorFlow and an open-source numerical computation and machine learning library.
  • Keras: A user-friendly neural networks API on top of TensorFlow for building and training models.
  • PyTorch: Flexible and easy-to-use dynamic deep learning framework.
  • scikit-learn: A machine learning library with algorithms for classification, regression, clustering, and more.

You can participate in open source Python projects by:

  • Look for projects related to your interests on websites like GitHub.
  • Read the project’s documentation and contribution requirements.
  • Look for problems or features that need improvement.
  • Create changes in your own repository, fork the project, then send a pull request back to the original one.

Popular Python data analysis libraries:

  • NumPy: Supports multidimensional arrays and matrices.
  • pandas: Data manipulation, analysis, and cleaning tools.
  • Matplotlib: Create static, animated, and interactive visualizations.
  • seaborn: An enhanced Matplotlib data visualization library.
  • scikit-learn: A complete machine learning library with data mining and analysis algorithms.

Python’s task automation libraries include:

  • os and shutil: File/directory operations.
  • subprocess: External commands.
  • Scheduling and time-related tasks.
  • Selenium automates browsers.
  • pyautogui: GUI automation and mouse/keyboard simulation.

Python application deployment depends on your needs:

  • PyInstaller or cx Freeze standalone executable deployment.
  • Web application deployment on Heroku, AWS, or GCP.
  • Dockerizing and deploying your app on Kubernetes.
  • Distributing your application as a Python package on PyPI.

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