Artificial Intelligence
Face Recognition Attendance System
Camera-based attendance with liveness detection and analytics
- Python
- OpenCV
- FaceNet
- Flask
- +2
Source code · Report · Viva prep
AI projects stand out in a final year review because the demo speaks for itself: a camera that marks attendance, a chatbot that answers from your own documents, a model that reads road signs in real time. The risk is building something you cannot explain once the examiner looks past the demo.
Ready to build
Artificial Intelligence
Camera-based attendance with liveness detection and analytics
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
Artificial Intelligence
Real-time detection and classification for driver assistance
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
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
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
Artificial Intelligence
Separates benign from malignant tissue in histopathology patches
Artificial Intelligence
Classifies MRI slices into four dementia stages with a CNN
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
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
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
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
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
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
Artificial Intelligence
Classifies Hindi and Marathi news text with IndicBERT
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
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
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
What you get
These kits cover computer vision and large-language-model applications with the architecture diagrams, the model choices and the trade-offs written up in plain language. You get the code, the report, the slides and a call where we walk you through how it all fits together.
Your topic is not in the catalogue yet? We build to your problem statement too.
Ask about a custom buildQuestions
In practice, examiners use the terms loosely. Here, AI covers applied systems such as vision, speech and chatbots built on pretrained models, while machine learning covers projects where training and evaluating the model is the main work.
Yes, and it is a strong choice if you can explain retrieval, prompting and evaluation. Our chatbot kit uses retrieval-augmented generation, so answers come from a document set you control rather than from the model guessing.
Yes. It works with an ordinary laptop webcam. Good, even lighting matters more than camera quality.
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