AdityaKane2001

"""Script to make and save TFRecords from ImageNet files"""

import tensorflow as tf
import os
import random
import json
import math
import time

from .image_utils import *

AdityaKane2001

AdityaKane2001

.
├── train/
│   ├── n01440764/
│   │   ├── n01440764_001.JPEG
│   │   ├── n01440764_002.JPEG
│   │   └── ... 
│   ├── n01943899/
│   │   └── ...
│   ├── n02105056/
│   │   └── ...

AdityaKane2001

AdityaKane2001

#Install the latest version of Bazel. At the time of writing, the latest version was 4.2.1.
wget https://github.com/bazelbuild/bazel/releases/download/4.2.1/bazel-4.2.1-installer-linux-x86_64.sh
chmod +x bazel-4.2.1-installer-linux-x86_64.sh
./bazel-4.2.1-installer-linux-x86_64.sh
export PATH="$PATH:$HOME/bin"
bazel

AdityaKane2001

mkdir keras_installation
cd keras_installation
mkdir keras_env
python3 -m venv keras_env
source keras_env/bin/activate

AdityaKane2001

# Replace BRANCH and USERNAME with your branch name and GitHub username respectively
git clone -b BRANCH https://github.com/USERNAME/keras.git
cd keras
pip install -r requirements.txt
pip uninstall -y keras-nightly
pip install --upgrade tf-nightly

AdityaKane2001

.
└── keras/
    ├── api/
    │   ├── BUILD
    │   └── api_init_files.bzl
    ├── ...
    └── <submodule name>/
        └── BUILD

AdityaKane2001

# Make sure you run the following command from the root of your Keras fork
# Note: The version 2.8.0 can change with changes in Keras versions.

bazel build //keras/tools/pip_package:build_pip_package

~/keras_installation/keras/bazel-bin/keras/tools/pip_package/build_pip_package ~/keras_installation/keras_pkg

pip3 install - force-reinstall - user ~/keras_installation/keras_pkg/keras-2.8.0-py2.py3-none-any.whl

AdityaKane2001

bazel test keras/layers/convolutional_test