Data Science: CNN & OpenCV : Chest XRAY-Pneumonia Detection
https://DevCourseWeb.com
Last Updated 02/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 44 lectures (2h 13m) | Size: 1.08 GB
A practical hands on Deep Learning Project on building a Pneumonia Detection model using Tensorflow, CNN and OpenCV
What you'll learn
Data Analysis and Understanding
Data Augumentation
Data Generators
Model Checkpoints
CNN and OpenCV
Pretrained Models like MobileNetV2
Compiling and Fitting a customized pretrained model
Model Evaluation
Model Serialization
Classification Metrics
Model Evaluation
Using trained model to detect Pneumonia using Chest XRays
Requirements
Basics knowledge of Python, Neural Networks and OpenCV is recommended