Binary Neural Network on IceStick FPGA.
☆54Jul 11, 2018Updated 7 years ago
Alternatives and similar repositories for bnn-icestick
Users that are interested in bnn-icestick are comparing it to the libraries listed below
Sorting:
- Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)☆193May 7, 2019Updated 6 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆160Jun 16, 2020Updated 5 years ago
- ☆11Jun 13, 2021Updated 4 years ago
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated last year
- This repository is an excuse to learn about Convolutional Neural Networks by implementing one in FPGA. The main goal is to learn, and to …☆12Jul 12, 2020Updated 5 years ago
- PyTorch implementation of Group Normalization https://arxiv.org/abs/1803.08494☆11Mar 23, 2018Updated 7 years ago
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Jun 27, 2019Updated 6 years ago
- Fast NPU-aware Neural Architecture Search☆21Sep 6, 2021Updated 4 years ago
- poseestimator for tracking cad models☆11Jun 6, 2016Updated 9 years ago
- Model Compression CLI Tool for Keras.☆156May 9, 2019Updated 6 years ago
- [ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895☆124Oct 10, 2018Updated 7 years ago
- [ECCV18] Constraint-Aware Deep Neural Network Compression☆12Sep 11, 2018Updated 7 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- ICME 2017 "Learning a Multi-Center Convolutional Network for Unconstrained Face Alignment"☆16Mar 28, 2020Updated 5 years ago
- Reproducibility challenge project for a candidate paper of ICLR2018: Incremental Learning through Deep Adaption☆14Dec 20, 2017Updated 8 years ago
- Gateware / Firmware / BuildRoot to run linux on iCE40 / iCEBreaker☆103Feb 17, 2023Updated 3 years ago
- Binarized Convolutional Neural Networks on Software-Programmable FPGAs (FPGA'17)☆311Nov 16, 2020Updated 5 years ago
- Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy…☆61Aug 31, 2019Updated 6 years ago
- ☆37Jun 1, 2022Updated 3 years ago
- Deep Learning Compression and Acceleration SDK -- deep model compression for Edge and IoT embedded systems, and deep model acceleration f…☆20Mar 17, 2018Updated 7 years ago
- Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…☆16Jan 8, 2021Updated 5 years ago
- Reproduction of AlphaTensor paper for 2x2 matrices☆16Nov 5, 2023Updated 2 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Aug 4, 2017Updated 8 years ago
- ☆13Jan 16, 2025Updated last year
- Pytorch ImageNet training codes with various tricks, lr schedulers, distributed training, mixed precision training, DALI dataloader etc.☆18Aug 12, 2020Updated 5 years ago
- A low cost FPGA development board based on Lattice iCE40UP5k and Raspberry Pi RP2040.☆45Sep 12, 2022Updated 3 years ago
- Denoising Diffusion Error Correction Codes☆20Apr 12, 2024Updated last year
- Code for paper 'Minimizing FLOPs to Learn Efficient Sparse Representations' published at ICLR 2020☆20Feb 14, 2020Updated 6 years ago
- Repo for the Introduction to PCB Design Workshop / Course offered through lab64 at Stanford University☆19Oct 30, 2022Updated 3 years ago
- Evaluation of state-of-the-art object detection algorithms for the task of pedestrian detection. The algorithms include; Faster-RCNN, RPN…☆17Oct 12, 2017Updated 8 years ago
- NOTE: This repo is no longer maintained, please refer to OSSystems/meta-browser instead☆18Mar 12, 2020Updated 5 years ago
- Test winograd convolution written in TVM for CUDA and AMDGPU☆41Oct 12, 2018Updated 7 years ago
- Removing rain from single images via a deep detail network (achieved by others)☆14Mar 28, 2018Updated 7 years ago
- Caffe re-implementation of dynamic network surgery.☆18Jun 15, 2018Updated 7 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆403Feb 26, 2021Updated 5 years ago
- Stratix V PCIe Ledblink (for usage in Microsoft Storey Peak boards)☆23Aug 2, 2021Updated 4 years ago
- Some materials and sample source for RV32 OS projects.☆22May 31, 2022Updated 3 years ago
- A Unified, Systematic Framework of Structured Weight Pruning for DNNs☆22Aug 3, 2018Updated 7 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆77Sep 21, 2017Updated 8 years ago