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take a look into models zoo / published by https://github.com/dacr/code-examples-manager #f6b25f1c-2d29-4cdb-a030-f7dbb3b94e96/64fa575c88efe67dc836c31430c3a3ae3cc87a3d
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// summary : take a look into models zoo | |
// keywords : djl, machine-learning, tutorial, detection, ai, zoo, @testable | |
// publish : gist | |
// authors : David Crosson | |
// license : Apache NON-AI License Version 2.0 (https://raw.githubusercontent.com/non-ai-licenses/non-ai-licenses/main/NON-AI-APACHE2) | |
// id : f6b25f1c-2d29-4cdb-a030-f7dbb3b94e96 | |
// created-on : 2022-03-09T18:41:39+01:00 | |
// managed-by : https://github.com/dacr/code-examples-manager | |
// run-with : scala-cli $file | |
// --------------------- | |
//> using scala "3.3.1" | |
//> using dep "org.slf4j:slf4j-api:2.0.11" | |
//> using dep "org.slf4j:slf4j-simple:2.0.11" | |
//> using dep "net.java.dev.jna:jna:5.14.0" | |
//> using dep "ai.djl:api:0.26.0" | |
//> using dep "ai.djl:basicdataset:0.26.0" | |
//> using dep "ai.djl:model-zoo:0.26.0" | |
//> using dep "ai.djl.huggingface:tokenizers:0.26.0" | |
//> using dep "ai.djl.mxnet:mxnet-engine:0.26.0" | |
//> using dep "ai.djl.mxnet:mxnet-model-zoo:0.26.0" | |
//> using dep "ai.djl.pytorch:pytorch-engine:0.26.0" | |
//> using dep "ai.djl.pytorch:pytorch-model-zoo:0.26.0" | |
//> using dep "ai.djl.tensorflow:tensorflow-engine:0.26.0" | |
//> using dep "ai.djl.tensorflow:tensorflow-model-zoo:0.26.0" | |
//> using dep "ai.djl.paddlepaddle:paddlepaddle-engine:0.26.0" | |
//> using dep "ai.djl.paddlepaddle:paddlepaddle-model-zoo:0.26.0" | |
//> using dep "ai.djl.onnxruntime:onnxruntime-engine:0.26.0" | |
// --------------------- | |
// inspired from https://docs.djl.ai/examples/docs/object_detection.html | |
//System.setProperty("org.slf4j.simpleLogger.defaultLogLevel","debug") | |
import ai.djl.Application | |
import ai.djl.engine.Engine | |
import ai.djl.modality.cv.Image | |
import ai.djl.modality.cv.ImageFactory | |
import ai.djl.modality.cv.output.DetectedObjects | |
import ai.djl.repository.zoo.Criteria | |
import ai.djl.repository.zoo.ModelZoo | |
import ai.djl.repository.zoo.ZooModel | |
import ai.djl.training.util.ProgressBar | |
import java.nio.file.Files | |
import java.nio.file.Path | |
import java.nio.file.Paths | |
import scala.io.AnsiColor.{RESET, RED, GREEN, BLUE, YELLOW, CYAN, MAGENTA, UNDERLINED, BOLD} | |
import scala.jdk.CollectionConverters._ | |
println(s"${BLUE}======================================= ENGINES =======================================$RESET") | |
Engine.getAllEngines.asScala.foreach { engine => | |
println(s"- ${CYAN}$engine${RESET}") | |
} | |
println(s"${BLUE}======================================= MODEL ZOO SUPPORTED ENGINES =======================================$RESET") | |
ModelZoo.listModelZoo().asScala.foreach { modelZoo => | |
println(s"----------------------") | |
println(s"groupId=${CYAN}${BOLD}${modelZoo.getGroupId}$RESET supportedEngines=${GREEN}${BOLD}${modelZoo.getSupportedEngines.asScala.mkString(", ")}$RESET") | |
} | |
println(s"${BLUE}======================================= MODELS =======================================$RESET") | |
ModelZoo.listModels().asScala.foreach { (application, artifacts) => | |
println(s" path=${CYAN}${BOLD}${application.getPath}$RESET") | |
artifacts.asScala.foreach { artifact => | |
println(s" name=${GREEN}${artifact.getName}$RESET properties=${GREEN}${artifact.getProperties().asScala}$RESET") | |
} | |
} |
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