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S.No	PROJECT TITLE	TYPE OF PROJECT	PROJECT CLASSIFICATION
1	Channel State Information Estimation For 5G Wireless Communication Systems Recurrent Neural Networks Approach	Internal	Wire Less Communications
2	Malnutrition Detection In Children Using CNN With MATLAB	Internal	Machine Learning
3	Design And Analysis Of Approximate Multipliers Using Novel Dual – Stage 4:2 Compressors In MAC	Internal	VLSI
4	Deep Learning Based Human ActioN Recognition Using MATLAB	Internal	Signal Processing
5	Symbol And Message Writing Machine For Specially Abled Persons.	Internal	Embedded systems
6	Automatic Water Quality MonitoringAnd Management System	Internal	Embedded Systems
7	Modeling A Point–Point MIMO – OFDM Antenna System With 5G Beam forming	Internal	Antennas
8	Vehicle to Vehicle Communication System Using VANET	Internal	IOT
9	Identification Of Medicinal Plants Using Deep Learning	Internal	Image Processing
10	Automatic Road Lane Detection Using Convolution Neural Network	Internal	Machine Learning
11	Deep Learning Approach For Massive MIMO Hybrid Beam forming	Internal	Antennas
12	COVID – 19 Diagnosis System By Joint Classification And Segmentation	Internal	Embedded systems
13	IOT Based FOREST Fire Detection And Prevention System	Internal	IOT
14	Enhancement of Hydroponics Agriculture	Internal	Embedded Systems
15	IOT Based COAL Mine Safety Monitoring And Alerting System	Internal	IOT
16	LI-FI Based Smart Information Transmission System For Vehicles	Internal	Embedded Systems
17	An Arithmetic and Logic Unit Design Using Reversible Logic Gates	Internal	VLSI
18	Linear Antenna Array Design For 5G And LTE Applications	Internal	Antennas
19	Smart Shopping Trolley with Mobile Application	Internal	IOT
20	IOT based solar powered Multipurpose Agriculture Robot	Internal	IOT
21	Avoidance of Unauthorized vehicle parking system using IOT	Internal	IOT
22	Implementation of the Anti- collision ROBOT using FPGA and IR Sensors	Internal	VLSI
23	Smart energy conversion with controlling the appliances through IOT	Internal	IOT
24	Secured content based Image Retrieval using Deep Neural Network in the cloud	Internal	Image Processing
25	Open CV based Real-time Secured video streaming	Internal	Image Processing
26	Low power high performance 8 Bit Vedic Multiplier	Internal	VLSI
27	IOT based Temperature Monitoring system using FPGA	Internal	VLSI
28	Block based Carry speculative approximate Adder for energy efficient applications	Internal	VLSI
29	IOT and GSM based COVID– 19 Medication alerts and super visionary of Health using Arduino	Internal	IOT
30	Occluded prohibited items detection : An X – Ray security inspection benchmark and De – Occlusion Attention module	Internal	Image Processing
31	Animal Detection System in FARM Areas	Internal	Embedded Systems
32	Automated Food image Classification using Deep Learning approach	Internal	Image Processing
33	IOT based AIR and sound PollutioN Monitoring and Proactive system	Internal	IOT
34	Design of Circular Array antenna for Multi Brand Radar Applications	Internal	Communications
35	Detection and Analysis of Social Distancing Violation Using Deep Learning	Internal	Machine Learning
36	Smart Protection for PANIC alert using GSM and GPS Technology	Internal	Embedded Systems
37	Detection and Classification of Brain Tumor in MRI Images using Deep Convolution Network	Internal	Image Processing
38	IOT based smart Aquaculture Monitoring system.	Internal	IOT
39	Waste Segregation system using Robotic ARM	Internal	Embedded Systems
40	Sign Language communication for DUMB and Deaf people using RASBERRY PI	Internal	Embedded Systems
41	Design and analysis of 4K Real Time display system on FPGA Implementation	Internal	VLSI
42	Hybrid Beam Forming with large Antenna Arrays for 5G System	Internal	Antennas
43	A Hybrid Message encryption and decryption algorithm based on RSA and AES Algorithms	Internal	VLSI
44	Automatic COVID chamber with gate and sanitization using contactless temperature sensor and mask detection	Internal	Embedded Systems
45	Managing attendance using Facial recognition Technology	Internal	Embedded systems
46	Design of Triangle Fractal Antenna with Detected Ground structure	Internal	Antennas
47	Smart system for raider safety using GSM and GPS	Internal	Embedded Systems
48	Investigation of Performance Analysis of Flexible antenna for modern commercial Applications	Internal	Antennas

S.No	PROJECT TITLE	TYPE OF PROJECT	PROJECT CLASSIFICATION
1	Power & area Efficient Approximate Multiplier using Compressors	Internal	VLSI
2	Speech Emotion recognition using support vector machine	Internal	Speech Procesing
3	Information conveying &Power management for smart Classroom	Internal	Embedded systems
4	Parking system of vehicle using Image Processing	Internal	Image Processing
5	Enhanced Hash based Image Steganography Technique to increase data Integrity& confidentiality	Internal	Image Processing
6	Design & development of Mathematical based Micro strip Patch antenna for wireless applications.	Internal	Antennas
7	Smart Display using Raspberry–Pi 4	Internal	Embedded systems
8	Design & Implementation of MAC unit by using DADDA Algorithm for partial product Reduction.	Internal
9	Social Distancing & Anti-Riot Drone with Tear gas.	Internal	Embedded systems
10	Autonomous Fertilizer dispenser for Agriculture Applications	Internal	Embedded systems
11	Secure Lab Accessusing Card Scanner plus Face Recognition.	Internal	Embedded systems
12	Sign Language Recognition using Convolution Neural Network	External	Machine Learning
13	Altered plus Aidable emergency ventilator	Internal	Embedded systems
14	Hostel Girls security system using Raspberry – Pi Pico	Internal	Embedded systems
15	Identification & Detection of Coronary Heart Disease through IRIS using Deep Learning Methods	Internal	Image Processing
16	Control abnormal Situations Using facial expression using Deep Learning Techniques	Internal	Image Processing
17	Wearable vision assistance system based on Binocular Sensors for visually impaired users	Internal	Embedded systems
18	Design a High speed & Fault free memory computing with address based SRAM architecture	Internal	Design
19	Classification of Brain Tumor using Convolution Neural Networks(CNN)	Internal	Image Processing
20	Leaf Disease detection & Automatic pesticide spraying controlling Robotusing Raspberry-pi	Internal	Embedded systems
21	Gender &Age Classification Using Deep Learning	Internal	Machine Learning
22	Solar Powered Moisture control of fresh harvested Mangoes for export quality	Internal	Embedded Systems
23	A combined message Encryption & Decryption cryptographic algorithm based on AES &RSA algorithms	Internal	VLSI
24	Recognition of Finger Knuckle print for personal authentication based on principal component analysis, A Secured hybrid bio metrics based E–Voting for Election process	Internal	Embedded Systems
25	Implementation of Voice based system for dumb people using Hand Gestures	Internal	Embedded Systems
26	DOODLE based authentication techniques using augmented reality.	Internal	Image Processing
27	Solar & Wind mobile laptop charging system	Internal	Embedded Systems
28	IOT based Air & Sound pollution monitoring system	Internal	IOT
29	Design & Implementation of KOGGE – Stone parallel prefix adder architecture using LAB View.	Internal	VLSI
30	Obstacle avoidance for UAB path using optimized gradient descent	Internal	Embedded Systems
31	Controlling a Robotic ARM using Hand recognition Software.	Internal	Embedded Systems
32	Design of an efficient High Speed Radix – 4 booth multiplier using CL Adder for High speed architectures	Internal	VLSI
33	Solar based Wireless charging station for electrical vehicles	Internal	Embedded Systems
34	Detection & Identification of Cyber -attacks with machine learning approach	Internal	Machine Learning
35	Diabetic Retinopathy stages prediction using Deep Learning.	Internal	Image Processing
36	Brain Tumor classification using pre -trained models	Internal	Image Processing
37	Vehicle number plate & Un authorized recognition system	Internal	Image Processing
38	FPGA based home security system	Internal	VLSI
39	Implementation of child tracking system using IOT	Internal	IOT
40	An Effective android based bus live tracking system using Arduino	Internal	Embedded systems
41	RF- Id based smart movable road divider with ambulance priority system	Internal	Embedded systems
42	Electricity theft detection & Automatic bill generate	Internal	Embedded Systems
43	IOT based patient monitoring system	Internal	IOT
44	LFSR based Test pattern generator for Complex circuits	Internal	VLSI
45	Traffic light control system using Image Processing	Internal	Image Processing
46	Smart way of Motorcycling problems solved based on IOT	Internal	IOT
47	Autonomous fire detection & controlling robot	Internal	Embedded systems
48	Tracking unauthorized access using machine learning for face recognition	Internal	Image Processing
49	Automatic Robotic ARM for waste segregation	Internal	Embedded systems
50	An Enhancement of FAST Mapping & updating algorithms for a binary CAM	Internal	VLSI

S.No	PROJECT TITLE	TYPE OF PROJECT	PROJECT CLASSIFICATION
1	Design And Implementation Of Two Band Low-Profile Micro strip Array Antenna For Wireless Applications	Internal	Antennas
2	Verilog Based Brain–Inspired System	Internal	VLSI
3	A Smart Intruder Detection And Alerting System Via Mobile	Internal	IOT
4	A Novel Vehicle Security System Using Driver’s License And Fingerprint Automation	Internal	Embedded Systems
5	Mat Lab Based Image Processing Solutions For Enhanced Diabetic Retinopathy Detection	Internal	Image Processing
6	Road Safe Alert System:Ensuring Vehicle Safety Through Digital Notifications During Manhole And Road Construction Diversions	External	Embedded Systems
7	Smart Temperature – Dependent Cooling of Solar Panel Using Arduino	Internal	IOT
8	Development of A Hybrid Svm- Knn Model For Diagnosing Parkinson’s Disease Using Digitized Spiral Drawings	Internal	Machine Learning
9	Smart City Waste Management System Using Aurdino & Node Mcu	Internal	IOT
10	Analysis Of Various Image Segmentation Techniques On Retinal Oct Images	Internal	Image Processing
11	Beam Split Meta surface Antenna For 5g Applications	Internal	Antennas
12	Development Of IOT Enabled Framework For LPG Gas Leakage Detection And Weight Monitoring System.	Internal	IOT
13	Fully Automated Traffic Light Controller System For A Four Way Intersection Using Verilog	External	VLSI
14	Dual Axis Solar Tracking And Weather Monitoring System	Internal	Embedded Systems
15	DesignAnd Development Of Agribot For Seed Sowing And Moisture Monitoring	Internal	Embedded Systems
16	Senmqtt – Set: An Intelligent Intrusion Detection In IOT – Mqtt Networks	Internal	IOT
17	Scalable Low Cost Sorting Network With Weighted Bit- Streams	Internal	Communications
18	Development And Deployment Of An IOT Solution For Aeroponic Chamber Monitoring System	Internal	IOT
19	Grain Drying Towards Sustainable Farming	Internal	Embedded systems
20	Power-Efficient Test Pattern Generation For FPGA Implementation	Internal	VLSI
21	Early Heart Failure Detection Through Machine Learning & SMOTE Augmentation	Internal	Embedded Systems
22	IOT Based Automatic Shed System To Prevent Unwanted rain For Growing Crops	Internal	IOT
23	Unlocking Security: An In-Depth Analysis Of Key Based Cryptographic Algorithms And Their Uses	Internal	VLSI
24	Smart Dustbin Using IOT	Internal	IOT
25	IOT Based Iv Bag Monitoring And Alerting System	Internal	IOT
26	A Highly Secure FPGA-Based Dual-Hiding Asynchronous- Logic AES Accelerator Against Side – Channel Attacks	Internal	VLSI
27	Dual Axis Solar Tracking With Weather Monitoring System	Internal	Embedded Systems
28	Eco Sentry – Drone Enabled Monitoring For Plant Pathogens And Wild Fire Risks	Internal	Embedded Systems
29	A Low Power And High Accuracy Approximate Multiplier With Reconfigurable Truncation	Internal	VLSI
30	Optimizing Energy-Efficient Resource Allocation In Wireless Sensor Networks Using Reinforcement Learning	Internal	Wireless Communications
31	Automatic Traffic Signal Control For Emergency Vehicles Using Raspberry Pi Zero 2w	Internal	IOT
32	IOT Based Detection of Pesticide In Organic Fruits And Vegetables	Internal	IOT
33	Design of Hardware Module Of IOT-Based Infant Incubator Monitoring System	Internal	IOT
34	Image Quality Assessment For Magnetic Resonance Imaging	Internal	Image Processing
35	Gdi – Enhanced Monolithic Compressors For Precision- Driven Energy Efficient VLSI Designs	Internal	VLSI
36	Food Image Analysis And Dietary Assessment Via Deep Model Using Hybrid RNN With CNN	Internal	Image Processing
37	Aurdino Based Dual Axis Solar Tracker	Internal	Embedded Systems
38	Automatic Industrial Fault Detection And IOT Based Remote Monitoring System	Internal	IOT
39	Low Power 3-Bit Encoder Design In Dtcmos Logic	Internal	VLSI
40	Vehicle Anti-Theft Detection And Protection With Shock Using Facial Recognition	Internal	IOT
41	IOT Based Smart Energy Meter Monitoring With Theft Identification	Internal	IOT
42	Pollution Severity Monitoring Of High Voltage Transmission Line Insulators Using Wireless Device Based on Leakage Current Bursts	Internal	Embedded Systems
43	Smart School Bus Monitoring And Security System	Internal	Embedded Systems
44	IOT Based Intelligent Traffic Management System For Emergency Service Vehicles	Internal	IOT
45	Empowering Women’s Safety With Smart IOT Technology	Internal	IOT
46	Design And Implementation of An Array Antenna For 5g Wireless Application	Internal	Antennas
47	Design And Implementation of Agriculture Multipurpose Vehicle	Internal	Embedded systems
48	Offline Signature Verification With Auto encoder + CNN Algorithms For Fake Signature Detection	External	Image Processing
49	Low-Energy Adaptive Clustering Hierarchy(Leach) For Wireless Sensor Network	Internal	Wireless Communications
50	Design And Implementation of Subway Automatic Ticketing System Based on Verilog HDL	Internal	VLSI

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