Er1cZ / Deploying_CNN_on_FPGA_using_OpenCL
Squeezenet V1.1 on Cyclone V SoC-FPGA at 450ms/image, 20x faster than ARM A9 processor alone. A project for 2017 Innovate FPGA design contest.
☆96Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Deploying_CNN_on_FPGA_using_OpenCL
- OpenCL HLS based CNN Accelerator on Intel DE10 Nano FPGA.☆74Updated last year
- FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS☆106Updated 7 years ago
- Quantized ResNet50 Dataflow Acceleration on Alveo, with PYNQ☆51Updated 2 years ago
- This project is trying to create a base vitis platform to run with DPU☆47Updated 4 years ago
- Light-weighted neural network inference for object detection on small-scale FPGA board☆91Updated 5 years ago
- FPGA accelerated TinyYOLO v2 object detection neural network☆66Updated 6 years ago
- A FPGA Based CNN accelerator, following Google's TPU V1.☆119Updated 5 years ago
- Convolutional Neural Network Using High Level Synthesis☆83Updated 4 years ago
- hls code zynq 7020 pynq z2 CNN☆77Updated 5 years ago
- Convolution Neural Network of vgg19 model in verilog☆43Updated 6 years ago
- Vitis HLS Library for FINN☆178Updated 2 weeks ago
- This TRD is implement DPU v1.4.0 on PYNQ-Z2 board☆44Updated 4 years ago
- A VGG accelerator by System Verilog on DE1-SoC FPGA. Row Stationary (RS) dataflow is adopted, and computations are based on fixed point 1…☆29Updated 5 years ago
- A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.☆86Updated 10 months ago
- SystemVerilog HDL and TB code Deep Neural Network Hardware Accelerator implementation on zybo 7010 FPGA and also C code for Vivado SDK So…☆97Updated 4 years ago
- PYNQ, Neural network Language model, Overlay☆101Updated 5 years ago
- FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.☆172Updated 7 years ago
- FPGA/AES/LeNet/VGG16☆88Updated 6 years ago
- SDSoC™ (Software-Defined System-On-Chip) Environment Tutorials☆146Updated 4 years ago
- A Tutorial on Putting High-Level Synthesis cores in PYNQ☆102Updated 6 years ago
- This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Netw…☆158Updated 7 months ago
- DPU on PYNQ☆202Updated 9 months ago
- IC implementation of TPU☆86Updated 4 years ago
- A convolutional neural network implemented in hardware (verilog)☆151Updated 7 years ago
- FPGA and GPU acceleration of LeNet5☆34Updated 5 years ago
- ☆86Updated 4 years ago
- ☆60Updated 5 years ago
- Deep Learning Accelerator (Convolution Neural Networks)☆165Updated 6 years ago
- Training and Implementation of a CNN for image classification with binary weights and activations on FPGA with HLS tools☆47Updated 6 years ago
- Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.☆207Updated 5 years ago