no code implementations • 29 Sep 2022 • Fabian Tschopp
This work adds new data types (quantized 16-bit and 8-bit integer, 16-bit floating point) to Caffe in order to save memory and increase inference speed on existing commodity graphics processors with OpenCL, common in everyday devices.
no code implementations • 27 Jul 2017 • Toufiq Parag, Fabian Tschopp, William Grisaitis, Srinivas C. Turaga, Xuewen Zhang, Brian Matejek, Lee Kamentsky, Jeff W. Lichtman, Hanspeter Pfister
The field of connectomics has recently produced neuron wiring diagrams from relatively large brain regions from multiple animals.
1 code implementation • 3 Nov 2015 • Fabian Tschopp, Marco Zorzi
We tackle the problem of getting a full 6-DOF pose estimation of a query image inside a given point cloud.
3 code implementations • 11 Sep 2015 • Fabian Tschopp
The Caffe library has been extended by new layers and a new backend for availability on a wider range of hardware such as CPUs and GPUs through OpenCL.