#computer vision hackathon ideas

Ideas tagged computer vision

• AI

  Private Photo Search in the Browser

  Search your photos by description without uploading them anywhere

  Advanced30h1–3

  Transformers.jsCLIPWebGPU

  17/20

• AI

  On-Device Product Photo Studio

  Remove backgrounds and create clean product shots without uploading images

  Intermediate14h1–2

  Transformers.jsCanvasWebGPU

  17/20

• Climate

  Planted Tree Survival Tracker

  Geotag planted saplings and track whether they actually survive

  Intermediate16h2–4

  React NativeFirebaseVision LLM

  17/20

• Climate

  Backyard Biodiversity Logger

  Photograph birds, insects and plants and build a local biodiversity map

  Intermediate14h1–3

  Vision LLMLeafletFirebase

  17/20

• Fintech

  KYC Document Pre-Check

  Check ID photos for blur, glare and mismatched names before submission

  Intermediate14h1–2

  MediaPipeTesseract.jsNext.js

  17/20

• AI

  Plant Leaf Disease Spotter

  Photograph a leaf and see the likely disease plus treatment steps

  Intermediate20h2–4

  PythonYOLONext.js

  16/20

• AI

  Few-Shot Image Dataset Labeler

  Label 20 images and let the model suggest labels for the next thousand

  Advanced28h2–3

  PythonCLIPEmbeddings

  16/20

• Climate

  Recycling Sorter Camera

  Point a camera at an item and it tells you which bin it goes in

  Intermediate20h2–3

  YOLOPythonNext.js

  16/20

• Health

  Webcam Posture Coach

  Nudges you when you slouch, all processed on-device

  Intermediate24h1–2

  ReactMediaPipeWebGL

  16/20

• Health

  Pill Organizer Photo Checker

  Snap the weekly pill box and check each compartment against the prescription

  Intermediate16h1–2

  YOLOPythonNext.js

  16/20

• Health

  Physio Exercise Rep Counter

  Count reps and check form for home exercises with the webcam

  Intermediate14h1–2

  MediaPipeJavaScriptCharts

  16/20

• Health

  Skin Mole Photo Timeline

  Take consistent photos of moles over time and compare them side by side

  Intermediate14h1

  React NativeOpenCVLocal storage

  16/20

• Social Good

  Sign Language Trainer

  Teaches basic signs with live webcam feedback

  Advanced48h2–4

  ReactMediaPipeTensorFlow.js

  16/20

• Gaming

  Gesture-Controlled Game

  Play a browser game with hand gestures via webcam

  Intermediate24h1–3

  JavaScriptMediaPipeCanvas

  16/20

• AI

  Room Photo Furniture Fit Checker

  Photograph your room and check whether a sofa or desk will actually fit

  Advanced30h2–4

  Vision LLMthree.jsNext.js

  13/20