Artificial Intelligence
Face Recognition Attendance System
Camera-based attendance with liveness detection and analytics
- Python
- OpenCV
- FaceNet
- Flask
- +2
Source code · Report · Viva prep
Python is the language behind most final year projects in machine learning, AI, cybersecurity and data science, and the one your guide is most likely to know. That makes it a safe choice, and it also means examiners know which questions to ask.
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Artificial Intelligence
Camera-based attendance with liveness detection and analytics
Machine Learning
NLP pipeline that ranks candidates against a job description
Artificial Intelligence
ANPR for Indian plates with entry-exit logging and billing
Artificial Intelligence
Grounded conversational agent with sentiment tracking
Artificial Intelligence
Ask questions of your own documents and get cited answers
Cybersecurity
Classify malicious links from their structure, not a blocklist
Data Science
Track opinion on a topic over time, with aspect breakdown
Web Development
Full-stack storefront with hybrid collaborative filtering
Machine Learning
Detect emotion from voice using spectrogram features
Data Science
Statement parsing, auto-categorisation and spend forecasting
Machine Learning
Leaf-image classifier with an offline mobile front end
Machine Learning
Transformer classifier with claim highlighting and source scoring
Machine Learning
Risk scoring from clinical data, with explainable outputs
Machine Learning
Real-time ISL fingerspelling to text from a webcam
Artificial Intelligence
Real-time detection and classification for driver assistance
Cybersecurity
Client-side AES encryption with hidden-payload image transport
Cybersecurity
Machine-learning anomaly detection over live network traffic
Artificial Intelligence
Online exams with gaze, face and window monitoring
Artificial Intelligence
Conversational symptom checker that also builds a weekly meal plan
Artificial Intelligence
Photograph a strip, read the drug name, look up uses and side effects
Machine Learning
Classifies Parkinson's markers from sustained-vowel voice features
Artificial Intelligence
Grades retinopathy severity from fundus photographs on a 0-4 scale
Artificial Intelligence
Compares ResNet and VGG19 on cataract, glaucoma, DR and normal eyes
Machine Learning
Meal plans tuned to BMI, goal, health conditions and food preference
Artificial Intelligence
Classifies dermatoscopic lesion images across seven HAM10000 classes
Artificial Intelligence
U-Net segmentation of the liver and focal lesions in abdominal CT
Artificial Intelligence
Detects and counts RBCs, WBCs and platelets in blood smear images
Artificial Intelligence
Segments the hippocampus in brain MRI and reports its volume
Machine Learning
Predicts CKD from routine clinical and lab values
Artificial Intelligence
Separates benign from malignant tissue in histopathology patches
Artificial Intelligence
Classifies MRI slices into four dementia stages with a CNN
Machine Learning
Compares classic ML and a neural network on clinical cirrhosis data
Machine Learning
Predicts stroke risk from health records with imbalance handling
Artificial Intelligence
Flags abnormal findings in upper-GI endoscopy frames with a CNN
Artificial Intelligence
Classifies common nail conditions from phone photographs
Artificial Intelligence
Locates finger and wrist joints in hand radiographs
Artificial Intelligence
Screens chest X-rays for pneumonia with Grad-CAM explanations
Artificial Intelligence
Classifies brain MRI as glioma, meningioma, pituitary or no tumour
Machine Learning
Suggests traditional wellness practices from symptoms and dosha
Data Science
Forecasts daily case counts with LSTM against classical baselines
Data Science
Explores vaccination progress by country, vaccine and population
Artificial Intelligence
Flags helmetless and triple riding, signal jumps and drafts a challan
Artificial Intelligence
Spots fights, falls and loitering in surveillance video
Artificial Intelligence
Classical Canny + Hough and a deep lane model, side by side
Artificial Intelligence
A CNN learns to steer by watching you drive in a simulator
Artificial Intelligence
Agents learn to lap a 2D Pygame track by trial and error
Artificial Intelligence
Eye closure and yawns trigger an alarm and an SMS to a contact
Artificial Intelligence
Detects, tracks and counts people crossing a virtual line
Artificial Intelligence
Density-map regression that counts people in packed crowds
Artificial Intelligence
Finds pedestrians in point clouds via a bird's-eye projection
Artificial Intelligence
Detects crashes in CCTV footage and pushes an alert with a snapshot
Artificial Intelligence
Spots fire, smoke and people in frame and raises an alarm
Artificial Intelligence
Counts and classifies traffic and estimates speed from video
Artificial Intelligence
A transformer detector benchmarked against a CNN baseline
Artificial Intelligence
Detects species in camera-trap images and logs every sighting
Artificial Intelligence
Detects potholes in road video and pins them on a map
Artificial Intelligence
Matches public photo reports against a registered missing list
Artificial Intelligence
Browser webcam recognition with enrolment and a people gallery
Artificial Intelligence
Haar cascades versus a DNN face detector, measured head to head
Artificial Intelligence
Predicts an age bracket and gender from a detected face
Artificial Intelligence
Classifies seven emotions from a live webcam feed
Artificial Intelligence
General object detection plus training on your own classes
Artificial Intelligence
Monitors online interviews and hands the interviewer a report
Artificial Intelligence
Finds and outlines cracks in concrete and wall images
Artificial Intelligence
Detects and counts microplastic particles in microscope images
Data Science
Classifies fishing behaviour from AIS vessel tracking data
Artificial Intelligence
Takes the photo automatically the moment you smile
Artificial Intelligence
Spots your dog on the webcam and saves a snapshot
Artificial Intelligence
Tells genuine signatures from skilled forgeries using CNN features
Artificial Intelligence
Fine-tunes ResNet and MobileNet to classify your own image categories
Artificial Intelligence
Pixel-level segmentation, classical methods versus a trained U-Net
Artificial Intelligence
Classifies apples, bananas and oranges as fresh or rotten from a photo
Artificial Intelligence
Identifies Indian medicinal plants from a leaf photo and lists their uses
Artificial Intelligence
Detects phones, batteries and circuit boards and sorts them into bins
Artificial Intelligence
Sorts waste photos into plastic, paper, glass, metal and organic
Artificial Intelligence
Restores colour and contrast lost to water in underwater photographs
Artificial Intelligence
Adds plausible colour to old black-and-white photos with a GAN
Artificial Intelligence
Removes haze and fog, dark channel prior compared against a CNN
Artificial Intelligence
Reconstructs ground detail hidden under cloud in Sentinel-2 imagery
Artificial Intelligence
Classifies Sentinel-2 tiles into ten land-use classes with EuroSAT
Cybersecurity
Flags spliced and copy-move edits using error level analysis and a CNN
Artificial Intelligence
Writes a sentence describing a photo with an encoder-decoder model
Artificial Intelligence
Suggests the best-fitting social media caption for a photo using CLIP
Artificial Intelligence
Finds visually similar images in a collection from a query photo
Artificial Intelligence
Counts coins, cells or seeds in a photo with contours and watershed
Artificial Intelligence
Decodes barcodes and QR codes from a webcam and logs every scan
Artificial Intelligence
Builds a textured 3D face mesh from a single photograph
Artificial Intelligence
Trains a DCGAN on CelebA to generate new, non-existent faces
Artificial Intelligence
Generates privacy-preserving synthetic tables and scores their quality
Artificial Intelligence
Learns a smooth latent space of images and samples new ones from it
Artificial Intelligence
Expands small image datasets with configurable augmentation pipelines
Machine Learning
Sorts tweets into hateful, offensive or neutral with an explained model
Machine Learning
Picks the most important sentences using TextRank and TF-IDF scoring
Artificial Intelligence
Fine-tunes BART or T5 to write summaries in its own words
Artificial Intelligence
Classifies what the user wants and answers from a response bank
Artificial Intelligence
Command-driven Telegram bot with natural-language replies
Artificial Intelligence
Recommends career paths from a student's skills and interests
Artificial Intelligence
Answers admission, fees and course questions on a college website
Artificial Intelligence
Haggles with shoppers without ever crossing the seller's floor price
Artificial Intelligence
Suggests the next word as you type, like a phone keyboard
Machine Learning
Finds misspellings and ranks corrections by edit distance and context
Artificial Intelligence
English-to-Hindi translation with seq2seq and transformer models
Artificial Intelligence
Writes a headline from the body text of an article
Artificial Intelligence
Compares RAKE, YAKE and KeyBERT on the same documents
Artificial Intelligence
Tags people, places and organisations in news text
Machine Learning
Identifies the language of a sentence from character n-grams
Artificial Intelligence
Classifies Hindi and Marathi news text with IndicBERT
Machine Learning
Flags sarcastic news headlines with classic and neural models
Machine Learning
Finds copied and paraphrased passages and highlights the matches
Artificial Intelligence
Pulls the readable text from an article link and reads it aloud
Artificial Intelligence
Turns spoken English into Indian Sign Language clips
Artificial Intelligence
Transcribes a video and splits it into titled chapters by topic
Artificial Intelligence
Extracts structured fields and summaries from PDFs into a table
Artificial Intelligence
LoRA fine-tuning of a small open model with before-and-after evaluation
Artificial Intelligence
Tokeniser, transformer blocks and training loop written in PyTorch
Artificial Intelligence
Fine-tunes a code model and scores it with pass@k on unit tests
Artificial Intelligence
Paraphrases scarce training data to strengthen a small classifier
Artificial Intelligence
An LLM agent that plans steps and calls tools over structured data
Machine Learning
Classifies song clips by genre from MFCCs and spectrograms
Data Science
Compares a statistical and a deep forecaster on the same stock history
Machine Learning
Fuses price features with tweet sentiment to predict next-day direction
Machine Learning
Bitcoin and Dogecoin movement modelled from price history and tweet mood
Machine Learning
Flags suspicious product reviews and tracks them on a moderation dashboard
Machine Learning
Estimates Indian domestic airfares from airline, route and timing
Machine Learning
Four classic classifiers benchmarked properly on one public dataset
Machine Learning
TF-IDF and Naive Bayes spam filter with a paste-and-check web demo
Machine Learning
Predicts the first-innings total from the live state of an IPL match
Machine Learning
Content-based and collaborative filtering on MovieLens with TMDB posters
Machine Learning
Imbalanced classification with SMOTE, cost-aware thresholds and PR curves
Machine Learning
Forecasts daily store orders from calendar, holidays and promotions
Machine Learning
Classifies hand gestures from forearm muscle signals
Machine Learning
A complete beginner ML workflow on the classic Iris dataset
Machine Learning
Predicts wine quality from its physicochemical test results
Machine Learning
Regression on the classic tips dataset with clear statistical reasoning
Machine Learning
Basket-aware product suggestions trained on Instacart order history
Machine Learning
Personalised book suggestions from ratings and descriptions
Artificial Intelligence
Reads your expression from the webcam and suggests a matching playlist
Artificial Intelligence
Finds visually similar clothing from a photo using ResNet embeddings
Machine Learning
Classifies loan applications with a fairness check on the result
Machine Learning
Segments borrowers by default risk and suggests a recovery approach
Machine Learning
Regression on the USGS catalogue, with honest limits stated up front
Machine Learning
Estimates yield from state, season, crop and rainfall
Machine Learning
Recognises walking, sitting, stairs and more from phone motion data
Machine Learning
Estimates placement chances from a student's academic record
Machine Learning
Real-estate price regression with a web form for new listings
Machine Learning
Predicts ad clicks with feature hashing and gradient boosting
Machine Learning
HR portal that compares models and explains attrition risk
Machine Learning
Predicts global game sales from genre, platform and publisher
Machine Learning
Character-level model that guesses the linguistic origin of a name
Data Science
Turns an exported chat file into activity stats, word clouds and mood
Data Science
Explores decades of US birth records and forecasts daily births
Machine Learning
Classifies product reviews as positive, negative or neutral
Machine Learning
Scores room, staff, food and location separately in each review
Data Science
Pulls comments via the YouTube Data API and charts audience mood
Data Science
A first NumPy and Pandas project on a small, clean dataset
Data Science
Forecasts which styles are rising from search and sales history
Data Science
Compares Netflix, Prime Video and Hotstar catalogues side by side
Data Science
State-wise unemployment trends and the effect of the COVID lockdown
Data Science
Multivariate LSTM forecasting of energy demand, benchmarked on ARIMA
Data Science
Predicts vehicle CO2 output and charts national emission trends
Data Science
Finds when and where pickups peak across a city
Data Science
RFM scoring and clustering to group shoppers by behaviour
Data Science
State and district crime trends from NCRB data with hotspot maps
Data Science
Density, growth and rank across every country in the world
Data Science
Breaks down Union Budget allocations and how they shift year to year
Data Science
Explores the Forbes list by country, industry, age and source
Data Science
Predicts next-day temperature and rain from historical observations
Data Science
Post and audience metrics from the official Instagram Graph API
Artificial Intelligence
Playable chess against an engine using search and evaluation
Artificial Intelligence
A deep Q-learning agent that teaches itself to play Snake
Artificial Intelligence
Watch BFS, Dijkstra and A* search a grid step by step
Artificial Intelligence
Q-learning and DQN agents trained on Gymnasium environments
Artificial Intelligence
Drafts printable pattern pieces and a 3D preview from measurements
Artificial Intelligence
Scans and grades bubble answer sheets with OpenCV
Artificial Intelligence
Fine-grained classification of car make, model and year
Artificial Intelligence
Detects garments in photos and tags their category and colour
Artificial Intelligence
Overlays garments on a live camera feed that follows your pose
Artificial Intelligence
Webcam hand landmarks classified into gestures that control media
Artificial Intelligence
Paint on screen by moving a fingertip in the air in front of a webcam
Artificial Intelligence
Strike on-screen drums with tracked hands or sticks to play real sounds
Artificial Intelligence
Body keypoint tracking that counts exercise reps and checks form
Artificial Intelligence
Swing video analysed from pose keypoints with phase-by-phase feedback
Artificial Intelligence
Classifies classical dance hand mudras from images and live webcam
Artificial Intelligence
Identifies the sport being played from a photo or a short video clip
Artificial Intelligence
CNN-LSTM and 3D-CNN models that label actions in video clips
Artificial Intelligence
Visual speech recognition that transcribes sentences from mouth video
Web Development
Multi-vendor store where review sentiment shapes ratings and picks
Web Development
Compares store prices via product APIs and summarises review mood
Web Development
QR ration cards, shop stock tracking and next-month demand forecasts
Web Development
Chrome extension that blurs likely spoilers using a text classifier
Web Development
Job board that matches a seeker's resume to the roles that fit it
Mobile Apps
Android chatbot for PNR status, schedules and live train running
Mobile Apps
Photograph waste, get its bin category and earn points for disposal
Mobile Apps
Accessibility app that names Indian notes aloud and keeps a health log
Mobile Apps
Placement cell app with drives, applications and ML role prediction
Cybersecurity
Classifies abusive messages and queues them for human moderation
Cybersecurity
Behavioural biometrics that keep checking who is at the keyboard
Cloud & DevOps
Takes a trained model to a versioned, containerised FastAPI service
Web Development
Room allotment, fee tracking, mess menus and leave approvals
Web Development
Ticketed complaints with SLA timers and automatic escalation
Cybersecurity
Classifies Windows executables as benign or malicious from static features
Cybersecurity
Classifies query payloads and blocks malicious ones in web middleware
Cybersecurity
Crawls a lab web app and reports common web weaknesses
Cybersecurity
Fake SSH and HTTP services that log and map attacker behaviour
Cybersecurity
Ryu controller that classifies flows and installs mitigation rules
Cybersecurity
Flags risky APKs from their requested permissions and API calls
Cybersecurity
Ingests syslog and auth logs, correlates events and alerts on anomalies
Cybersecurity
Frame CNN plus a temporal model that flags manipulated faces
Cybersecurity
Classifies emails as phishing from their body text and headers
Cybersecurity
TCP and UDP scanning with banner grabbing, for your own lab hosts
Cybersecurity
Watches file events for entropy spikes and halts the process in a sandbox
Blockchain
Blocks, proof of work and peer sync behind a small Flask API
Blockchain
Static analysis that flags reentrancy, overflow and access flaws
Cloud & DevOps
Short links served by Lambda and DynamoDB, with per-link click stats
Cloud & DevOps
Billing data charted by service, with anomaly flags and budget alerts
Cloud & DevOps
S3 uploads trigger resizing, thumbnails and moderation automatically
Cloud & DevOps
Files encrypted on your machine, then stored with two separate providers
Cloud & DevOps
Versioned data, tracked experiments and a model that retrains itself
Cloud & DevOps
A working reverse proxy with balancing algorithms and health checks
Web Development
Constraint-based scheduling of faculty, rooms and subjects without clashes
Web Development
Report lost or found items with photos, get matches, verify claims
Web Development
Batch and expiry-tracked stock, GST bills and low-stock alerts
Web Development
Fee structures, instalments, PDF receipts and class-wise dues
Cloud & DevOps
Short-lived database credentials issued, leased and revoked by Vault
Cloud & DevOps
Workers that scale on queue depth, down to zero when the queue is empty
Cloud & DevOps
A private notes CRUD API on Lambda, secured with Cognito JWTs
What you get
Every Python project here ships with pinned dependency versions, a one-command setup, commented code written for a learner, and a walkthrough call. If it does not run on your machine, we get it running.
Your topic is not in the catalogue yet? We build to your problem statement too.
Ask about a custom buildQuestions
A recent Python 3 release, noted in each setup guide. Library versions are pinned so the project installs the same way on every machine.
Several are. Look at the difficulty rating on each kit. Every kit also includes a walkthrough call and learner-oriented comments, so you are not left to decode it alone.
Django if the project is mainly a web application with users and an admin panel. Flask or FastAPI if the web part is a thin layer over a model or an API.
Deadline approaching?
Send your abstract, rubric or guidelines document. You get a straight answer on scope, timeline and price within a day — no obligation.