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Kotlin DL Examples

This repo contains a practical example on using kotlin dl for real world application

  • Live CV

  1. Pose Detection (MoveNetLighting)

    Watch The Video

  2. Object Detection (SSDMobileNetV1, SSD, EfficientNetB4, Resnet18V2)

    Watch The Video

  1. Word Detection (Coming Soon)

  2. Face Detection (Coming Soon)

  • NLP

  1. Sentiment Analysis (DistilBertUCSST2EN)

Bench (Runtime)

  • Intel® Core™ i5-8250U (CPU only)

Models Frequency(Hz) Frequency(Hz)
On Battery AC
MoveNetLighting(CV) ~9.5 Hz ~12.5 Hz
SSDMobileNetV1(CV) ~4.04 Hz ~5.293 Hz
SSD(CV) ~0.1 Hz ~0.2 Hz
EfficientNetB4(CV) ~2 Hz ~3 Hz
Resnet18v2(CV) ~4.472595 Hz ~6.7 Hz
DistilBertUCSST2EN(NLP) ~0.05 Hz ~0.12 Hz

Run the Classes from Gradle CLI

Tasks

runMoveNetLighting
runSSD
runSSDMobileNetV1
runEfficientNetB4
runResNet18v2
runDistilBertUCSST2EN(doesn't take any argument)

Id

The id used to specify the index of the current web cam (only for live cv)

# gradle task --args id
gradle runMoveNetLighting --args 0