Add Mnist examples (Simple and CNN)

Bumps [guava](https://github.com/google/guava) from 23.6-jre to 24.1.1-jre.
- [Release notes](https://github.com/google/guava/releases)
- [Commits](https://github.com/google/guava/commits)

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Added VGG example on Fashion Mnist Dataset
* Added licenses
* Fixed notes and renamed the packages
* Fixed the package name
* Fixed the licenses and added citation for FashionMNIST

Update examples to TF Java 0.3.1

Bumps [guava](https://github.com/google/guava) from 24.1.1-jre to 29.0-jre.
- [Release notes](https://github.com/google/guava/releases)
- [Commits](https://github.com/google/guava/commits)

Signed-off-by: dependabot[bot] <support@github.com>

* Create FasterRcnnInception.java

Sample code to load image and perform Object detection with faster_rcnn/inception_resnet_v2_1024x1024

* Added copyright and markdown file closed tensors plus other tidy up,

Amended file to match requested changes

* Moved to new package, plus clean ups

Changed copyright year, added parameters for input and output images, close tensors, created new runner

* Encapsulated tensors

Encapsulated all tensors and a further tidy up

…amples-legacy/label_image/com.google.guava-guava-29.0-jre

Bump guava from 24.1.1-jre to 29.0-jre in /tensorflow-examples-legacy/label_image

* Create FasterRcnnInception.java

Sample code to load image and perform Object detection with faster_rcnn/inception_resnet_v2_1024x1024

* Added copyright and markdown file closed tensors plus other tidy up,

Amended file to match requested changes

* Moved to new package, plus clean ups

Changed copyright year, added parameters for input and output images, close tensors, created new runner

* Encapsulated tensors

Encapsulated all tensors and a further tidy up

* Demonstrates DrawBoundingBoxes, EncodeJpeg and WriteFile

Removes BufferedImage code and uses the DrawBoundingBoxes functionality to add boxes to the image and then converts the Tensor back to a Jpeg and writes the file

* Removed superfluous s.run(tf.init())

Session.run doesn't require additional calls to tf.init. Added latest output from DrawBoundingBoxes and WriteFile

* Fold some operations into a single graph and call it once.

simplified number of session run calls

* Added placeholders for holding boxes and outputImagePath

Feeds boxes and image path to placeholders

* Update FasterRcnnInception.java

Moved s.runner() into try catch

* Update FasterRcnnInception.java

Tidy up outputImage as imageShape has dimensions of Tensor

* Removed outputImage

inputshape is available

* Upgrade TFJava to 1.0.0 code base

* Update examples for 1.0.0-rc.2

…to rc.2-jar-with-dependencies.jar (#37)

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" />