Monocular Human Pose Estimation,ONNX Models and Quantization

By VijayPrakash
 Computer Vision  HPE ONNX Quantization

HPE Estimation

Human Pose Estimation


Human Pose Estimation (HPE)— an image processing task which finds the configuration of a subject’s joints and body parts in an image.When tackling human pose estimation, we need to be able to detect a person in the image and estimate the configuration of his joins (or keypoints).

  • It represents the orientation of a person in a graphical format. Essentially, it is a set of coordinates …

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Deploying pretrained MobileNet V2 model over AWS using serverless open source framework

By VijayPrakash
 Computer Vision  mobilenet v2 classification Aws lambda Imagenet

mobilenet v2

Deploying pretrained mobilnet V2 model on Imagenet, using serverless open source framework to build and run application on AWS Lambda and fetch model from s3 bucket.
Serverless framwork manages all the resources in AWS and user need to just focus on the Application and problem solving.All the AWS resocures such as API end point, Lambda functions, Cloud Formations, application packages on S3 and many mores resources are created automatically …

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