Nvidia GPU based, with TensorFlow and OpenCV
100K+
Latest revision: 20220815
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
Tag naming follows the cuda_tensorflow_opencv naming order. As such 10.2_1.15_4.1.2 refers to Cuda 10.2 (with CuDNN7 support), TensorFlow 1.15 and OpenCV 4.1.2.
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 cudnn_tensorflow_opencv:10.2_1.15_4.1.2-20191210 is for Dockerfile dating December 10th, 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#cudnn_tensorflow_opencv
20220815 release:
| Docker Tag | CUDA | CUDNN | TensorFlow | OpenCV | Ubuntu | Github Link | OpenCV Build Info | TensorFlow Build Info | FFmpeg Build Info | PyTorch Build Info |
|---|---|---|---|---|---|---|---|---|---|---|
| 11.3.1_2.9.1_3.4.16-20220815 | 11.3.1 | 8.2.0 | 2.9.1 | 3.4.16 | 20.04 | link | link | link | link | link |
| 11.3.1_2.9.1_4.6.0-20220815 | 11.3.1 | 8.2.0 | 2.9.1 | 4.6.0 | 20.04 | link | link | link | link | link |
| 11.6.2_2.9.1_3.4.16-20220815 | 11.6.2 | 8.4.0 | 2.9.1 | 3.4.16 | 20.04 | link | link | link | link | link |
| 11.6.2_2.9.1_4.6.0-20220815 | 11.6.2 | 8.4.0 | 2.9.1 | 4.6.0 | 20.04 | link | link | link | link | link |
Content type
Image
Digest
sha256:5fb15f4f4…
Size
6.7 GB
Last updated
about 4 years ago
docker pull datamachines/cudnn_tensorflow_opencv:11.6.2_2.9.1_4.6.0-20220815