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50+ Jetson Project Topics · Vision · Robotics · DeepStream · TensorRT · Bangalore 2026

NVIDIA Jetson Projects

Computer Vision · Video Analytics · Robotics · Autonomous · TensorRT Optimization · IoT Edge — Best final-year and research topics on Jetson Nano, Xavier NX and Orin. YOLO, DeepStream, ROS2, CUDA and TensorRT. Setup guides, FPS metrics, report, PPT and viva support from Bangalore.

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52+
Jetson Topics
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Application Domains
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Students Guided
Computer Vision DeepStream / Video Robotics / ROS Autonomous TensorRT / Optimize IoT / Edge Applications Advanced

NVIDIA Jetson Nano Projects

NVIDIA Jetson platforms (Nano, Xavier NX, Orin Nano/NX) bring GPU-accelerated AI to the edge. Student projects typically deploy detection, tracking or robotics pipelines with JetPack, measure FPS and power, and optimise with TensorRT.

Stack: JetPack SDK, CUDA, TensorRT, DeepStream, PyTorch/TensorFlow, OpenCV, ROS2, YOLO family and NVIDIA TAO where useful.

NVIDIA Jetson Orin Projects

JetPack SDK TensorRT DeepStream CUDA YOLOv8 / YOLO ROS2

NVIDIA Jetson Thor Projects

52 topics across major Jetson application domains with tools used.

#Jetson Project TopicTools / Platforms
📷 Computer Vision · Detection · Classification · Pose
01VisionReal-Time Object Detection with YOLOv8 / YOLOv5 on Jetson (TensorRT)Jetson · YOLO · TensorRT · OpenCV
02VisionPerson Detection and Counting in Indoor / Outdoor ScenesJetson Nano/Orin · YOLO · DeepStream
03VisionFace Detection and Recognition Pipeline on JetsonOpenCV · FaceNet/ArcFace · TensorRT
04VisionPose Estimation (Human Skeleton) with MediaPipe or OpenPose-style ModelsJetson · MediaPipe · PyTorch
05VisionLicense Plate Detection and OCR (ALPR) SystemYOLO · OCR (Tesseract/Paddle) · Jetson
06VisionTraffic Vehicle Classification and Direction TrackingYOLO · SORT/DeepSORT · Jetson
07VisionSemantic Segmentation for Road / Lane Scenes on JetsonSegFormer / DeepLab · TensorRT
08VisionHand Gesture Recognition for Touchless UI ControlMediaPipe · Jetson · OpenCV
📹 DeepStream · Multi-Camera · Video Analytics
09VideoMulti-Camera People Tracking with NVIDIA DeepStreamDeepStream · Jetson · NvDCF tracker
10VideoRetail Analytics: Footfall, Dwell Time and HeatmapsDeepStream · YOLO · Jetson
11VideoRTSP Camera Ingestion and On-Device Inference PipelineDeepStream · GStreamer · Jetson
12VideoAbandoned Object / Intrusion Detection Alert SystemDeepStream · custom logic · MQTT
13VideoQueue Length Estimation at Counters using Detection + TrackingDeepStream · Jetson Xavier/Orin
14VideoMulti-Stream Batch Inference Throughput Study on JetsonDeepStream · TensorRT · FPS metrics
15VideoSmart Parking Slot Occupancy from Camera FeedsYOLO · DeepStream · Jetson
🤖 Robotics · ROS2 · Manipulation
16RobotROS2 Navigation Stack with Jetson as Robot BrainROS2 · Nav2 · Jetson · LIDAR/camera
17RobotVisual SLAM / VIO Concepts on Jetson for Indoor MappingROS2 · OpenVSLAM / ORB-SLAM concepts
18RobotObject Picking: Detect → Pose → Arm Command PipelineYOLO · ROS2 · Jetson · arm API
19RobotLine Following / Obstacle Avoidance Robot with VisionOpenCV · Jetson Nano · motors
20RobotVoice-Commanded Robot with On-Device Speech + VisionJetson · speech model · ROS2
21RobotMulti-Robot Coordination Demo with Jetson NodesROS2 · DDS · multiple Jetsons
🚗 Autonomous · ADAS-style · Navigation
22AutoLane Detection and Departure Warning Prototype on JetsonOpenCV / CNN · Jetson · camera
23AutoPedestrian and Vehicle Detection for ADAS DemoYOLO · TensorRT · Jetson
24AutoDepth Estimation from Mono / Stereo Camera on JetsonMiDaS / stereo · TensorRT
25AutoTraffic Sign Recognition and Classification PipelineCNN · Jetson · OpenCV
26AutoDrone / UAV Onboard Vision for Landing Pad DetectionYOLO · Jetson Orin Nano · MAVLink concepts
27AutoPath Planning Visualisation with Perception Inputs on JetsonROS2 · Jetson · costmap
⚡ TensorRT · Optimization · Benchmarks
28TRTPyTorch / ONNX Model Conversion to TensorRT EngineTensorRT · ONNX · Jetson
29TRTFP16 vs INT8 Quantization Accuracy and FPS ComparisonTensorRT · calibration · Jetson
30TRTBatch Size and Precision Sweep for Maximum ThroughputTensorRT · trtexec · metrics
31TRTYOLO TensorRT Deployment with DeepStream PluginDeepStream · YOLO · TensorRT
32TRTPower and Thermal Profiling during Sustained Inferencetegrastats · Jetson · report
33TRTNVIDIA TAO Toolkit Train → Prune → Quantize → Deploy FlowTAO · TensorRT · Jetson
34TRTCustom CUDA Kernel vs TensorRT for a Simple Vision OpCUDA · TensorRT · benchmark
📡 IoT · Edge Gateway · Cloud Bridge
35IoTJetson as Edge Gateway: Local Inference + MQTT/Cloud PublishJetson · MQTT · AWS/Azure IoT concepts
36IoTSmart Camera Node with Event-Triggered RecordingDeepStream · Jetson · storage
37IoTSensor Fusion: Camera + IMU / Environmental Data on JetsonROS2 · Jetson · sensors
38IoTOffline-First Edge Analytics with Periodic SyncJetson · SQLite · sync scripts
39IoTWeb Dashboard for Live Jetson Detection ResultsFastAPI / Flask · WebSocket · Jetson
🏭 Domain Applications · Industry · Retail · Security
40AppPPE Compliance Detection (Helmet, Vest) on Factory FloorYOLO · DeepStream · Jetson
41AppWarehouse Package / Barcode Region DetectionYOLO · Jetson · OpenCV
42AppCattle / Livestock Counting and Tracking in Farm CamerasYOLO · DeepStream · Jetson
43AppClassroom Attendance via Face Recognition on JetsonFace models · Jetson · database
44AppSmoke / Fire Detection from Camera StreamsCNN / YOLO · DeepStream · alerts
45AppRetail Shelf Product Detection and Out-of-Stock AlertsYOLO · Jetson · business logic
46AppAccessibility: Sign Language Gesture Recognition DemoPose / CNN · Jetson · UI
🔬 Advanced · Multi-Model · Research
47AdvMulti-Model Pipeline: Detect → Classify → Track ConcurrentlyDeepStream · TensorRT · Jetson
48AdvJetson Nano vs Xavier NX vs Orin: Same Workload Benchmarktrtexec · power · FPS report
49AdvContainerised Jetson App with NVIDIA Container RuntimeDocker · JetPack · DeepStream
50AdvOn-Device Fine-Tuning / Few-Shot Adaptation ConceptsPyTorch · Jetson · limited data
51AdvSecure Edge Inference: Model Access Control and LoggingJetson · systemd · audit notes
52AdvCapstone: Full Product — Camera → Detect → Track → Dashboard → ReportDeepStream · TensorRT · Jetson · full package

Topics reflect common university and industry Jetson practice with JetPack and open models. Contact us for setup notes, conversion scripts, DeepStream configs, university-format report, PPT and viva Q&A.

Why Choose Us for NVIDIA Jetson Projects?

Bangalore-based guidance for BE, BTech and MTech students deploying edge AI on Jetson platforms.

Computer Vision

YOLOv8 detection, pose, ALPR and segmentation with TensorRT engines and OpenCV pipelines.

DeepStream Analytics

Multi-camera tracking, retail analytics and RTSP pipelines with NvDCF and custom probes.

Robotics & ROS2

Navigation, visual SLAM concepts and perception-driven robot control on Jetson.

TensorRT Optimization

ONNX conversion, FP16/INT8 benchmarks, power profiling and TAO deploy workflows.

Frequently Asked Questions — NVIDIA Jetson Projects

Strong topics include YOLOv8 + TensorRT detection, DeepStream multi-camera people tracking, ROS2 navigation on Jetson, ALPR, PPE detection, FP16/INT8 benchmarks, and a full camera-to-dashboard product pipeline.
Jetson Nano, Xavier NX, Orin Nano/NX with JetPack, TensorRT, DeepStream, CUDA, PyTorch, OpenCV, ROS2 and YOLO models. TAO Toolkit is optional for train–prune–quantize flows.
Yes. Packages include setup notes, model conversion scripts, DeepStream or ROS configs, FPS/power notes, university-format report, PPT and viva Q&A.
Jetson includes an NVIDIA GPU and software stack (CUDA, TensorRT, DeepStream) designed for real-time DNN inference. Raspberry Pi is more general-purpose CPU/NPU oriented and typically slower for large vision models.