Key Lessons
- Working on Aerial Image
- Automate Inspection for Bio-Mass
- Plant counting high rise picture
- Biomass Estimations
- Non-Linear Regression
- CNN for both
- Plant Counting, Leaf Counting
Talk #2 - Implementation of Deep Learning in Agriculture Crop Identification
Key Lessons
- Identification of crop from satellite Images with crop based Deep Learning Models
- Google map satellite imagery
- Extract Image tiles and label them
- Vegetation Index with Chlorophyl Content
- Multispectral Imagery for Crop Health Analysis
Talk #3 - WACV18: Recognition of Pollen-bearing Bees from Video using Convolutional Neural Network
Key Lessons
- Ecological aspects Bees Disappearing
- Dataset setup
- Identification and Activity Analysis
Next Talks
WACV18: An Animal Detection Pipeline for Identification
Face Liveness Detection Based on Perceptual Image Quality Assessment Features
WACV18: Crowd Counting With Minimal Data Using Generative Adversarial Networks
WACV18: Workshop: CDBR: Cross-Domain Biometric Recognition Overview
WACV18: Workshop: CV-AAL: Calorific Expenditure Estimation Using Deep Convolutional Network Features
WACV18: Workshop: CV-AAL: Assessing Pain Levels From Videos Using Temporal Convolutional Networks
Happy Mastering DL!!!
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