Capstone Project · Computer Vision · YOLOv8

VISIONHUNT

An Interactive Real-World Object Detection Game

Point your camera at the world around you. Let AI find the objects. Earn points. Beat the clock. Dominate the leaderboard.

person 0.97
cup 0.89
CAMERA FEED
SCORE
2,450
OBJECTS
3/5
TIME
01:23
80+
Detectable Objects
30ms
Detection Speed
YOLOv8
AI Model
Replayability

GAME FEATURES

Powered by state-of-the-art computer vision technology to deliver a seamless real-world gaming experience.

Live Camera Detection

Point your camera at real-world objects and watch YOLOv8 identify them in real-time with bounding boxes and confidence scores.

Object Hunt Challenges

Receive a randomized list of objects to find. Race against the clock to spot and capture them all before time runs out.

Score & Streak System

Earn points for each detection. Build streaks for bonus multipliers. Higher confidence detections earn more points.

Global Leaderboard

Compete with players worldwide. See who can find the most objects and achieve the highest scores.

HOW IT WORKS

01

Get Your Hunt List

The game generates a randomized list of everyday objects for you to find in the real world.

02

Point & Detect

Open your camera and point it at objects around you. YOLOv8 runs inference in real-time, drawing bounding boxes on detected objects.

03

Earn Points

When a target object is detected with sufficient confidence, it's marked as found. Higher confidence = more points. Build streaks for multipliers!

04

Beat the Clock

Find all objects before the timer runs out. Complete the hunt faster for time bonus points.

SYSTEM FLOW

How the object detection system works from camera to score.

1
Camera
Capture video frame
2
Frontend
Send image to backend
3
YOLOv8 AI
Detect objects with confidence
4
Score
Match & award points
Backend Pipeline
FrameFastAPIYOLOv8mNMSJSONBounding Boxes

POWERED BY AI

Built on cutting-edge computer vision technology for accurate, real-time object detection.

YOLOv8
Object Detection
Python
Backend AI
React Native
Mobile App
OpenCV
Image Processing

READY TO HUNT?

Start your first hunt now. Find objects, earn points, and see how you rank against other players.

LAUNCH GAME