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Webinar - My TOP 5 Secrets to Accelerated AI-CV App Development (Object…
Webinar - My TOP 5 Secrets to Accelerated AI-CV App Development
Apply my teachings> Develop AI Apps
What
Intro 1-2 minutes
Overview 1-2 minutes
Hook 1-2 minutes : Why should they stay until the end?
Authority 1-2 minutes: Who are you to be teaching this?
Problem 2-5 minutes - Relate, “I’ve been where you are struggling with X” - Built yourself up as an expert now come down to their level
Solution - Content 15- 25 minutes
Sales Pitch 3-5 minutes
Testimonials 1-2 minutes
Close 1-2 minutes
Open Cart QnA
Poll
Step 1 - Gather Dataset
Step 2 - Annotate Dataset
Step 3 - Data Augmentation
Step 4 Training
Step 5 Deploy
Object Detection
YOLO V3
SSD/ DSSD
Faster RCNN
TinyYolo MobileNet SSD
Segmentation
Mask RCNN
YOLACT
Deeplab v3
Pose Estimation
OpenPose
Posenet
Dense Net
Secret 1 -
https://paperswithcode.com/sota/object-detection-on-coco
Secret 2Follow Karol Mejik Youtube
https://hackernoon.com/the-best-image-annotation-platforms-for-computer-vision-an-honest-review-of-each-dac7f565fea
Intro to Image Classification - CNN
mAP / FPS
Cant cover everything in the 1 hour, expand upon this in the course.
Mobile Device
Jetson
Rpi
M NCS2
Google Coral Edge TPU
Google Coral TPU
performance - mobilenet SSD tiny Yolo 5-10fps
Android
TF-Lite
Mace
SNPE
Ideas for apps to build
Problems
Im not qualified
How do you build an AI app
How do you train your own dataset
