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datamachines/cuda_tensorflow_opencv

By datamachines

•Updated over 5 years ago

Nvidia GPU based, with TensorFlow and OpenCV

Image
1

3.5K

datamachines/cuda_tensorflow_opencv repository overview

OBSOLETED as of 20210414 in favor of CPU or CuDNN version. Please see https://hub.docker.com/r/datamachines/tensorflow_opencv⁠ or https://hub.docker.com/r/datamachines/cudnn_tensorflow_opencv⁠

Latest revision: 20210211 -- Note: TensorFlow will not have GPU support unless it was compiled with CUDNN support.

Built from the Dockerfiles located at https://github.com/datamachines/cuda_tensorflow_opencv⁠ (Automatic build is disabled because they take over 4h on docker hub and get automatically canceled). Other Docker Images built from this repository are publicly available at https://hub.docker.com/r/datamachines/tensorflow_opencv⁠ and https://hub.docker.com/r/datamachines/cudnn_tensorflow_opencv⁠

Tag naming follows the cuda_tensorflow_opencv naming order. As such 9.0_1.12.0_4.1.0 refers to Cuda 9.0, TensorFlow 1.12.0 and OpenCV 4.1.0, and 10.0_1.13.1_3.4.6 refers to Cuda 10.0, TensorFlow 1.13.1 and OpenCV 3.4.6.

Docker images also tagged with a version information for the date (YYYYMMDD) of the Dockerfile against which they were built from, added at the end of the tag string (following a dash character), such that cuda_tensorflow_opencv:9.0_1.12.0_4.0.1-20190605 is for Dockerfile dating June 5th, 2019.

Github README at https://github.com/datamachines/cuda_tensorflow_opencv/blob/master/README.md⁠

Full list of available tags: https://github.com/datamachines/cuda_tensorflow_opencv/blob/master/Builds-DockerHub.md#cuda_tensorflow_opencv⁠

Latest release:

Docker TagCUDATensorFlowOpenCVUbuntuGithub LinkOpenCV Build InfoTensorFlow Build Info
9.2_1.15.5_3.4.13-202102119.21.15.53.4.1318.04link⁠link⁠link⁠
9.2_1.15.5_4.5.1-202102119.21.15.54.5.118.04link⁠link⁠link⁠
9.2_2.4.1_3.4.13-202102119.22.4.13.4.1318.04link⁠link⁠link⁠
9.2_2.4.1_4.5.1-202102119.22.4.14.5.118.04link⁠link⁠link⁠
10.2_1.15.5_3.4.13-2021021110.21.15.53.4.1318.04link⁠link⁠link⁠
10.2_1.15.5_4.5.1-2021021110.21.15.54.5.118.04link⁠link⁠link⁠
10.2_2.4.1_3.4.13-2021021110.22.4.13.4.1318.04link⁠link⁠link⁠
10.2_2.4.1_4.5.1-2021021110.22.4.14.5.118.04link⁠link⁠link⁠
11.2.0_2.4.1_3.4.13-2021021111.2.02.4.13.4.1320.04link⁠link⁠link⁠
11.2.0_2.4.1_4.5.1-2021021111.2.02.4.14.5.120.04link⁠link⁠link⁠

Tag summary

Content type

Image

Digest

Size

4.1 GB

Last updated

over 5 years ago

docker pull datamachines/cuda_tensorflow_opencv:11.2.0_2.4.1_4.5.1-20210211