Computer vision demos
from real deployments.
Watch computer vision demos recorded from live deployments across sports academies, clinics, retail chains, factories and security operations. Each video shows real-time detection, tracking and analytics.
Real-Time Rep & Form Tracker
Pose estimation AI counts reps and provides real-time form guidance. Perfect for group classes or solo training, it adapts to user pace and offers instant feedback.
- Real-time corrective feedback helps users keep good form.
- Scales for gyms, physio clinics, and remote coaching.
Volleyball Rally & Rotation Tracking
AI analyzes rotations and rally dynamics to refine team strategy. Provides coaches with deep insights into player movements and team coordination.
- Reveals tactical patterns and defensive gaps.
- Optimizes player positioning and game planning.
Tennis Stroke & Rally Analysis
Classifies strokes and rally patterns for real-time performance data. Helps players identify strengths and weaknesses with detailed visual breakdowns.
- Identifies player strengths and shot tendencies.
- Delivers live stats to coaches and broadcasters.
Retail Footfall & Zone Analytics
Heatmaps and dwell-time data unlock customer behavior insights. Retailers can easily spot high-traffic areas and adjust layouts for maximum engagement.
- Optimizes store layout and product placement.
- Boosts conversion rates with actionable data.
Custom Zone Threat Detection
Anomaly detection secures perimeters with minimal false alarms. Ensures security teams focus only on genuine threats, saving time and resources.
- Instantly flags unauthorized access or loitering.
- Reduces false alarms and speeds response times.
Carton Box Print & Barcode Verification
Automated verification ensures barcode quality and brand integrity. Prevents costly shipping errors and protects brand reputation with reliable checks.
- Catches print defects before shipping.
- Ensures regulatory compliance and consistency.
GymGenz Workout Companion
AI virtual coach adapts to fitness levels with real-time feedback. Makes professional-grade training accessible to everyone, from beginners to athletes.
- Tracks form and counts reps accurately.
- Provides audio-visual coaching cues.
Automated Match Highlight Reel
Extracts goals and key plays for instant highlight reels. Transforms hours of footage into engaging clips ready for social media or review.
- Saves hours of manual editing time.
- Generates shareable content in minutes.
Football Player & Ball Tracking
Multi-object tracking captures player movement and ball trajectory. Gives coaches a complete tactical view to refine plays and evaluate player performance.
- Delivers speed and pass accuracy metrics.
- Essential for coaching and scouting.
Volleyball Rotation & Court Coverage
Tracks rotations and court coverage to identify tactical gaps. Empowers teams to build stronger defensive and offensive strategies.
- Analyzes team formations in real-time.
- Optimizes defensive strategies.
Basketball Shot Form Trainer
Analyzes shooting biomechanics for instant form correction. Players get actionable tips to improve their shot accuracy and consistency.
- Tracks elbow angle and release point.
- Improves accuracy and consistency.
Brain Tumor MRI Segmentation
Deep learning segments tumors on MRI scans in seconds. Helps imaging and research teams review scans faster and more consistently.
- Supports radiologists with clear segmentation overlays.
- Reduces manual review time significantly.
Table Tennis Auto-Scoring Referee
Detects ball trajectory to auto-score matches and faults. Streamlines tournament operations and ensures fair, unbiased scoring.
- Enables fully automated tournament management.
- Reduces human referee errors.
Dart Throw Scoring System
Instant impact detection calculates scores in real-time. Creates a seamless, interactive experience for players and spectators.
- Eliminates manual scorekeeping.
- Supports multiple game modes.
Live Target Hit Detection
Real-time hit location detection for shooting ranges. Provides immediate visual feedback to help shooters improve accuracy and precision.
- Provides immediate visual feedback.
- Ideal for performance tracking.
Staff & Customer Activity Monitoring
Monitors interactions to improve service and staffing efficiency. Helps store managers optimize team placement during peak hours.
- Analyzes peak-hour staffing needs.
- Enhances overall store operations.
Crowd Density & Movement Tracking
Analyzes density and flow to proactively manage congestion. Keeps public spaces safe and compliant with capacity regulations.
- Enables safety compliance planning.
- Optimizes event operations.
Automatic Face Blurring for Privacy
AI detects and blurs every face in CCTV footage automatically. Video can then be stored or shared without exposing identities.
- Protects the identity of people on camera.
- Works on live and recorded video.
PCB Defect Detection
High-speed inspection for microscopic PCB defects. Ensures electronic components meet the highest quality standards before assembly.
- Enables zero-defect production goals.
- Detects scratches and missing parts.
Conveyor Line Quality Inspection
Real-time defect detection for products on conveyor belts. Prevents faulty products from reaching customers and reduces waste.
- Identifies dimensional errors instantly.
- Cuts manual inspection costs.
Oranges Counting on Conveyor
Automated fruit counting for real-time inventory tracking. Optimizes packaging lines and provides accurate yield data instantly.
- Monitors yield on processing lines.
- Optimizes packaging efficiency.
Biscuit Line Alignment Detection
Checks biscuit alignment and spacing for perfect packaging. Maintains product consistency and reduces production line stoppages.
- Minimizes production waste.
- Maintains brand consistency.
Rice Grain Quality Inspection
AI classifies rice by size, color, and quality grade. Provides consistent, objective grading to meet market standards.
- Automates grading consistently.
- Identifies impurities instantly.
Chef & Kitchen Staff Monitoring
AI-powered kitchen monitoring that tracks food preparation, hygiene compliance, and workflow efficiency in real-time. Ensures food safety and operational excellence in commercial kitchens.
- Monitors hygiene and safety protocols automatically.
- Optimizes kitchen workflow and staff efficiency.
Industrial Multi-Camera Detection
Fusion of multiple camera feeds for comprehensive industrial monitoring. Enables cross-camera object tracking, anomaly detection across large facilities, and centralized real-time analytics for enhanced operational visibility.
- Synchronized tracking across overlapping camera views.
- Detects anomalies in real-time from multiple angles.
Industrial Object Measurement & Detection
Precision measurement and object detection system for industrial automation. Accurately measures dimensions, classifies objects, and identifies defects on production lines to ensure strict quality standards.
- High-precision dimension measurement in real-time.
- Detects anomalies and defects in manufactured parts.
Computer vision demos,
your questions answered.
What teams ask after watching our demos.
Are these demos from real deployments?
Yes. Every video on this page was recorded from a working SwiftVision AI system, from tennis courts and gyms to factories, stores and CCTV networks. The detections, counts and alerts you see are produced by the AI in real time.
Can you run a demo on our own camera footage?
In most cases, yes. Share a short clip from your cameras and, where the use case fits, we will show you how the AI performs on your own footage during the demo.
Do these solutions work on existing CCTV or IP cameras?
Usually, yes. SwiftVision AI works with standard IP and CCTV cameras, so most of these solutions run on the cameras you already have. Before rollout, we also check camera angles and image quality for each use case.
Which industries do you build computer vision for?
We build computer vision for sports, fitness, retail, manufacturing, medical imaging and security teams. For more detail, see our pages on ball tracking software, AI fitness app development, retail analytics software, AI visual inspection, AI radiology software and real-time CCTV analytics.
Can you build a custom AI model if my use case is not shown here?
Yes. Many projects start with a use case that is not on this page. Our team trains custom models on your own footage for the objects, defects or events that matter to your operation.
How do I book a live demo?
Book a demo with our team and tell us about your sites, cameras and what you want to detect. Then we will walk you through the demos that fit your use case.
Deploy Computer Vision Built
for Real-World Operations
Seen a demo that fits? Tell us your use case and we will show you how it works.