Nvidia GPU based, with TensorFlow and OpenCV
3.5K
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 Tag | CUDA | TensorFlow | OpenCV | Ubuntu | Github Link | OpenCV Build Info | TensorFlow Build Info |
|---|---|---|---|---|---|---|---|
| 9.2_1.15.5_3.4.13-20210211 | 9.2 | 1.15.5 | 3.4.13 | 18.04 | link | link | link |
| 9.2_1.15.5_4.5.1-20210211 | 9.2 | 1.15.5 | 4.5.1 | 18.04 | link | link | link |
| 9.2_2.4.1_3.4.13-20210211 | 9.2 | 2.4.1 | 3.4.13 | 18.04 | link | link | link |
| 9.2_2.4.1_4.5.1-20210211 | 9.2 | 2.4.1 | 4.5.1 | 18.04 | link | link | link |
| 10.2_1.15.5_3.4.13-20210211 | 10.2 | 1.15.5 | 3.4.13 | 18.04 | link | link | link |
| 10.2_1.15.5_4.5.1-20210211 | 10.2 | 1.15.5 | 4.5.1 | 18.04 | link | link | link |
| 10.2_2.4.1_3.4.13-20210211 | 10.2 | 2.4.1 | 3.4.13 | 18.04 | link | link | link |
| 10.2_2.4.1_4.5.1-20210211 | 10.2 | 2.4.1 | 4.5.1 | 18.04 | link | link | link |
| 11.2.0_2.4.1_3.4.13-20210211 | 11.2.0 | 2.4.1 | 3.4.13 | 20.04 | link | link | link |
| 11.2.0_2.4.1_4.5.1-20210211 | 11.2.0 | 2.4.1 | 4.5.1 | 20.04 | link | link | link |
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