Presented our work in computer vision. The projects includes: Traffic Surveillance, OCR for Receipts, Barcode Scanner using Google Vision API

1. Machine Learning for
Commercial Projects
by
Abdul Wahid

2. Who AM I
Abdul Wahid
Founder GleeTech
Co-Founder Polanyio
• Started working as a Software Engineer
in 2005.
• PhD (Machine Learning).
• 2016, Victoria University of Wellington
• Develops intelligent digital products.
• Passionate about
• AI/Machine Learning
• Big Data
• Tech Startups/Businesses

3. Machine Learning Services
• Computer Vision
• Forecasting
• NLP/Chatbots
• Predictive Analytics
• Deep Learning
• Recommendation Systems
• Market Intelligence
• People Intelligence
• ChatBots
• Intelligent Automation

4. Recent Machine Learning Projects
• Computer Vision
• Traffic Surveillance
• Object Detection and tracking
• OCR for Receipts
• Barcode App
• Face recognition
• Forecasting
• Demand forecasting for energy data
• Detecting home appliances from energy data (Disaggregation)
• Time series Analysis for Financial data
• NLP
• Malware detection
• Sentiment Analysis
• Entity Recognition and Disambiguation
• Chabots

5. Traffic Surveillance

6. Barcode Scanner
• Barcode image recognition
• Native App

7. OCR for Receipts
Training Data Real Life Data Results

8. Challenges
• No Data
• AI can do anything
• Too technical even for technical people
• Budget
• High accuracy
• User Experience
• Scalability
• Hardware - GPUs
• AWS too expensive