diff --git a/easybuild/easyconfigs/t/torchvision/torchvision-0.16.0-foss-2023a-CUDA-12.1.1.eb b/easybuild/easyconfigs/t/torchvision/torchvision-0.16.0-foss-2023a-CUDA-12.1.1.eb
new file mode 100644
index 000000000000..93d34a160fd4
--- /dev/null
+++ b/easybuild/easyconfigs/t/torchvision/torchvision-0.16.0-foss-2023a-CUDA-12.1.1.eb
@@ -0,0 +1,47 @@
+easyblock = 'CMakeMake'
+
+name = 'torchvision'
+version = '0.16.0'
+versionsuffix = '-CUDA-%(cudaver)s'
+
+homepage = 'https://github.com/pytorch/vision'
+description = " Datasets, Transforms and Models specific to Computer Vision"
+
+toolchain = {'name': 'foss', 'version': '2023a'}
+toolchainopts = {'cstd': 'c++17'}
+
+source_urls = ['https://github.com/pytorch/vision/archive']
+sources = ['v%(version)s.tar.gz']
+patches = [
+    '%(name)s-%(version)s_fix-build-with-FFmpeg6.patch',
+]
+checksums = [
+    {'v0.16.0.tar.gz': '79b30b082237e3ead21e74587cedf4a4d832f977cf7dfeccfb65f67988b12ceb'},
+    {'torchvision-0.16.0_fix-build-with-FFmpeg6.patch':
+     'a49336e7bfa1c950e886852bff37a3ea2146ac7bda87241e3ffb31c5cb869cce'},
+]
+
+builddependencies = [
+    ('CMake', '3.26.3'),
+]
+
+dependencies = [
+    ('Python', '3.11.3'),
+    ('FFmpeg', '6.0'),
+    ('Pillow-SIMD', '9.5.0'),
+    ('PyTorch', '2.1.2', versionsuffix),
+]
+
+configopts = '-DWITH_CUDA=on -DUSE_PYTHON=on'
+
+parallel = 4
+
+sanity_check_paths = {
+    'files': ['include/torchvision/vision.h', 
+              'include/torchvision/macros.h',
+              'lib/libtorchvision.so'
+             ],
+    'dirs': ['lib', 'include']
+}
+
+moduleclass = 'vis'