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Deep convolution/recurrent neural network project with TensorFlow

Results 12 deep_image_model issues
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Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.1.0 to 3.15.0. Release notes Sourced from protobuf's releases. Protocol Buffers v3.15.0 Protocol Compiler Optional fields for proto3 are enabled by default, and no longer require the...

dependencies
python

Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.0.0 to 3.15.0. Release notes Sourced from protobuf's releases. Protocol Buffers v3.15.0 Protocol Compiler Optional fields for proto3 are enabled by default, and no longer require the...

dependencies
python

Bumps [protobuf-java](https://github.com/protocolbuffers/protobuf) from 3.0.0 to 3.16.1. Release notes Sourced from protobuf-java's releases. Protocol Buffers v3.16.1 Java Improve performance characteristics of UnknownFieldSet parsing (#9371) Protocol Buffers v3.16.0 C++ Fix compiler warnings...

dependencies

Hello,I found a performance issue in the definition of `quantize_weight_eightbit` , java_predict_client/src/main/proto/tensorflow/tools/quantization/quantize_graph.py, [sess = tf.Session()](https://github.com/tobegit3hub/deep_image_model/blob/8a53edecd9e00678b278bb10f6fb4bdb1e4ee25e/java_predict_client/src/main/proto/tensorflow/tools/quantization/quantize_graph.py#L275) was repeatedly called in [ for n in quantize_weight_eightbit](https://github.com/tobegit3hub/deep_image_model/blob/8a53edecd9e00678b278bb10f6fb4bdb1e4ee25e/java_predict_client/src/main/proto/tensorflow/tools/quantization/quantize_graph.py#L598) and was not closed. I think...

# 1. predict_op definition missed in pokemonclassifier.py there is only inference_predict_op for model_base64_input type ``` inference_logits = inference(model_base64_input) inference_predict_softmax = tf.nn.softmax(inference_logits) inference_predict_op = tf.argmax(inference_predict_softmax, 1) ``` missed predict_op for x...

As I understand CNN is not connected to LSTM? https://github.com/tobegit3hub/deep_cnn/blob/master/pokemon_classifer.py#L248 Also what is point of RNN usage in image classification task?

``` + set -e + mvn clean install -DskipTests [INFO] Scanning for projects... [INFO] ------------------------------------------------------------------------ [INFO] Detecting the operating system and CPU architecture [INFO] ------------------------------------------------------------------------ [INFO] os.detected.name: linux [INFO] os.detected.arch:...

Bumps [grpc-protobuf](https://github.com/grpc/grpc-java) from 1.0.0 to 1.53.0. Release notes Sourced from grpc-protobuf's releases. v1.53.0 New Features googleapis: Allow user set c2p bootstrap config (#9856) xds: Add contain and stringMatcher in RouteConfiguration...

dependencies
java

# Patching CVE-2007-4559 Hi, we are security researchers from the Advanced Research Center at [Trellix](https://www.trellix.com). We have began a campaign to patch a widespread bug named CVE-2007-4559. CVE-2007-4559 is a...

Bumps [protobuf-java](https://github.com/protocolbuffers/protobuf) from 3.0.0 to 3.16.3. Release notes Sourced from protobuf-java's releases. Protobuf Release v3.16.3 Java Refactoring java full runtime to reuse sub-message builders and prepare to migrate parsing logic...

dependencies
java