Deep Learning Object Detection by Training & Deploying YOLOX
Finetuning and testing a YOLOX model on custom built dataset. Creating and deploying object detection API to cloud
4.28 (9 reviews)
170
students
7 hours
content
May 2023
last update
$13.99
regular price
What you will learn
Master the basics of Object detection
Understanding pre-deep learning algorithms like haarcascades
Understanding deep learning algorithms like YOLO and YOLOX
Create your own dataset with Remo
Understanding the Pascal VOC dataset
Convert your custom dataset to Pascal VOC Format
Testing and training YOLOX model on custom dataset
Integrating Wandb for experiment tracking
Converting trained model to Onnx format
Understanding how APIs work
Building Object detection API with Fastapi
Deploying API to the Cloud
Load testing the API with Locust
Running the object detection model in c++
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5116318
udemy ID
27/01/2023
course created date
05/02/2023
course indexed date
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