#36 - Update faster-rcnn example readme cli from rc.2-with-dependencies.jar to rc.2-jar-with-dependencies.jar#37
Merged
Craigacp merged 2 commits intotensorflow:masterfrom Feb 5, 2025
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…ncies.jar to rc.2-jar-with-dependencies.jar
On 2024 Macbook Pro 16 - M4 Max 40 core GPU, 48G ram
I keep forgetting to actually read the instructions....
```
1049 git clone git@github.com:ObrienlabsDev/tensorflow-java-models-fork
1050 cd tensorflow-java-models-fork
1053 source ~/.bash_profile
1054 mvn clean install -U
michaelobrien@mbp8 tensorflow-java-models-fork % java --version
java 21.0.5 2024-10-15 LTS
Java(TM) SE Runtime Environment (build 21.0.5+9-LTS-239)
Java HotSpot(TM) 64-Bit Server VM (build 21.0.5+9-LTS-239, mixed mode, sharing)
michaelobrien@mbp8 tensorflow-java-models-fork % java -cp target/tensorflow-examples-1.0.0-tfj-1.0.0-rc.2-with-dependencies.jar org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception testimages/image2.jpg image2rcnn.jpg
Error: Could not find or load main class org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception
Caused by: java.lang.ClassNotFoundException: org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception
michaelobrien@mbp8 tensorflow-java-models-fork % ls target
archive-tmp maven-archiver tensorflow-examples-1.0.0-tfj-1.0.0-rc.2.jar
classes maven-status
generated-sources tensorflow-examples-1.0.0-tfj-1.0.0-rc.2-jar-with-dependencies.jar
michaelobrien@mbp8 tensorflow-java-models-fork % java -cp target/tensorflow-examples-1.0.0-tfj-1.0.0-rc.2-jar-with-dependencies.jar org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception testimages/image2.jpg image2rcnn.jpg
2025-02-04 13:53:11.667204: I tensorflow/cc/saved_model/reader.cc:83] Reading SavedModel from: models/faster_rcnn_inception_resnet_v2_1024x1024
2025-02-04 13:53:11.667223: I tensorflow/cc/saved_model/loader.cc:317] SavedModel load for tags { serve }; Status: fail: NOT_FOUND: Could not find SavedModel .pb or .pbtxt at supplied export directory path: models/faster_rcnn_inception_resnet_v2_1024x1024. Check that the directory exists and that you have the right permissions for accessing it.. Took 20 microseconds.
Exception in thread "main" org.tensorflow.exceptions.TensorFlowException: Could not find SavedModel .pb or .pbtxt at supplied export directory path: models/faster_rcnn_inception_resnet_v2_1024x1024. Check that the directory exists and that you have the right permissions for accessing it.
at org.tensorflow.internal.c_api.AbstractTF_Status.throwExceptionIfNotOK(AbstractTF_Status.java:90)
at org.tensorflow.SavedModelBundle.load(SavedModelBundle.java:590)
at org.tensorflow.SavedModelBundle$Loader.load(SavedModelBundle.java:92)
at org.tensorflow.SavedModelBundle.load(SavedModelBundle.java:335)
at org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception.main(FasterRcnnInception.java:248)
```
download model
https://www.kaggle.com/models/tensorflow/faster-rcnn-inception-resnet-v2/tensorFlow2/1024x1024/1?tfhub-redirect=true
```
michaelobrien@mbp8 tensorflow-java-models-fork % mkdir models
michaelobrien@mbp8 tensorflow-java-models-fork % mkdir models/faster_rcnn_inception_resnet_v2_1024x1024
michaelobrien@mbp8 tensorflow-java-models-fork % cp ~/Downloads/faster-rcnn-inception-resnet-v2-tensorflow2-1024x1024-v1.tar.gz ~/Downloads/faster-rcnn-inception-resnet-v2-tensorflow2-1024x1024-v1.tar.gz models/faster_rcnn_inception_resnet_v2_1024x1024
michaelobrien@mbp8 tensorflow-java-models-fork % cd models/faster_rcnn_inception_resnet_v2_1024x1024
michaelobrien@mbp8 faster_rcnn_inception_resnet_v2_1024x1024 % tar -xvf faster-rcnn-inception-resnet-v2-tensorflow2-1024x1024-v1.tar.gz
x saved_model.pb
x variables/
x variables/variables.data-00000-of-00001
x variables/variables.index
```
run
```
cd ../..
ichaelobrien@mbp8 tensorflow-java-models-fork % java -cp target/tensorflow-examples-1.0.0-tfj-1.0.0-rc.2-jar-with-dependencies.jar org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception testimages/image2.jpg image2rcnn.jpg
2025-02-04 14:00:21.687692: I tensorflow/cc/saved_model/reader.cc:83] Reading SavedModel from: models/faster_rcnn_inception_resnet_v2_1024x1024
2025-02-04 14:00:21.729422: I tensorflow/cc/saved_model/reader.cc:51] Reading meta graph with tags { serve }
2025-02-04 14:00:21.729439: I tensorflow/cc/saved_model/reader.cc:146] Reading SavedModel debug info (if present) from: models/faster_rcnn_inception_resnet_v2_1024x1024
2025-02-04 14:00:22.085455: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:388] MLIR V1 optimization pass is not enabled
2025-02-04 14:00:22.110311: I tensorflow/cc/saved_model/loader.cc:234] Restoring SavedModel bundle.
2025-02-04 14:00:22.755223: I tensorflow/cc/saved_model/loader.cc:218] Running initialization op on SavedModel bundle at path: models/faster_rcnn_inception_resnet_v2_1024x1024
2025-02-04 14:00:22.987667: I tensorflow/cc/saved_model/loader.cc:317] SavedModel load for tags { serve }; Status: success: OK. Took 1299976 microseconds.
2025-02-04 14:00:23.505442: W tensorflow/core/framework/op_kernel.cc:1839] OP_REQUIRES failed at whole_file_read_ops.cc:116 : NOT_FOUND: testimages/image2.jpg; No such file or directory
2025-02-04 14:00:23.505519: W tensorflow/core/framework/op_kernel.cc:1839] OP_REQUIRES failed at whole_file_read_ops.cc:116 : NOT_FOUND: testimages/image2.jpg; No such file or directory
2025-02-04 14:00:23.505526: W tensorflow/core/framework/local_rendezvous.cc:404] Local rendezvous is aborting with status: NOT_FOUND: testimages/image2.jpg; No such file or directory
[[{{node ReadFile}}]]
Exception in thread "main" org.tensorflow.exceptions.TensorFlowException: testimages/image2.jpg; No such file or directory
[[{{node ReadFile}}]]
at org.tensorflow.internal.c_api.AbstractTF_Status.throwExceptionIfNotOK(AbstractTF_Status.java:90)
at org.tensorflow.Session.run(Session.java:826)
at org.tensorflow.Session$Runner.runHelper(Session.java:549)
at org.tensorflow.Session$Runner.run(Session.java:476)
at org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception.main(FasterRcnnInception.java:265)
```
add 1+ images to run through the model - this one is of the ocean in SF with some people and a plane - no windsurfers that day
```
michaelobrien@mbp8 tensorflow-java-models-fork % mkdir testimages
cp ~/Documents/IMG_4177.jpg testimages
michaelobrien@mbp8 tensorflow-java-models-fork % java -cp target/tensorflow-examples-1.0.0-tfj-1.0.0-rc.2-jar-with-dependencies.jar org.tensorflow.model.examples.cnn.fastrcnn.FasterRcnnInception testimages/IMG_4177.jpg IMG_4177rcnn.jpg
2025-02-04 14:14:46.284124: I tensorflow/cc/saved_model/reader.cc:83] Reading SavedModel from: models/faster_rcnn_inception_resnet_v2_1024x1024
2025-02-04 14:14:46.326818: I tensorflow/cc/saved_model/reader.cc:51] Reading meta graph with tags { serve }
2025-02-04 14:14:46.326841: I tensorflow/cc/saved_model/reader.cc:146] Reading SavedModel debug info (if present) from: models/faster_rcnn_inception_resnet_v2_1024x1024
2025-02-04 14:14:46.685110: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:388] MLIR V1 optimization pass is not enabled
2025-02-04 14:14:46.710239: I tensorflow/cc/saved_model/loader.cc:234] Restoring SavedModel bundle.
2025-02-04 14:14:47.361626: I tensorflow/cc/saved_model/loader.cc:218] Running initialization op on SavedModel bundle at path: models/faster_rcnn_inception_resnet_v2_1024x1024
2025-02-04 14:14:47.602413: I tensorflow/cc/saved_model/loader.cc:317] SavedModel load for tags { serve }; Status: success: OK. Took 1318293 microseconds.
```
<img width="995" alt="Image" src="https://github.com/user-attachments/assets/b14bf582-447a-4866-a4e5-74773a5d6daf" />
tensorflow#36 - Update faster-rcnn example cli from rc.2-with-dependencies.jar …
This was referenced Feb 4, 2025
Update faster-rcnn example cli from rc.2-with-dependencies.jar to rc.2-jar-with-dependencies.jar
#36
Closed
Craigacp
approved these changes
Feb 5, 2025
Collaborator
|
Thanks for fixing the typo. |
Contributor
Author
|
thank you for the very quick review - TensorFlow team. Looking forward to assisting. |
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…to rc.2-jar-with-dependencies.jar
On 2024 Macbook Pro 16 - M4 Max 40 core GPU, 48G ram
I keep forgetting to actually read the instructions....
download model
https://www.kaggle.com/models/tensorflow/faster-rcnn-inception-resnet-v2/tensorFlow2/1024x1024/1?tfhub-redirect=true
run
add 1+ images to run through the model - this one is of the ocean in SF with some people and a plane - no windsurfers that day