Image Recognition Using Deep Learning in PropTech
summary
Emlakjet presents using deep learning image recognition to improve property search results by prioritizing higher-quality and more relevant photos for end users. The talk covers which technologies and algorithms they develop and apply to automatically detect and display better property images so users aren’t distracted by irrelevant pictures.
AI-written summary · about
chapters (13)
- 0:00Welcome and introduction
- 1:43Emlakjet and our team
- 4:55Our tech stack
- 7:05Image need and goals
- 9:14Feature extraction and algorithms
- 14:36Object detection and Clash Vision
- 17:03Text reading and Tesseract
- 20:17Text detection and OpenCV
- 22:22Classification and object detection
- 24:30OpenCV vs OpenCV.js comparison
- 26:38Accuracy and performance results
- 28:06Future plans and goals
- 29:31Career opportunities
related talks
42mPropTech product enhancement using ML
33mDeep Learning at Booking.com
14mHow AI is Keepin' It REAL for Real Estate
20mPragmatic Deep Learning for image labelling
39mInsights About Places with Deep Learning Computer Vision
46mImage Recognition with Deep Learning From prototype to production
29mRanking hotel images using deep learning
33mMachine Learning in Visual Search