lukasc-ch

ExtendedBitPlaneCompression

Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Lukas Cavigelli, Georg Rutishauser, Luca Benini.

CBinfer

Code for the Change-Based Inference Paper (CBinfer)

FANN-on-ARM

FANN-on-ARM: Optimized FANN Inference for ARM Cortex M-series

atlas200-ethz-pps

binGAN

cnn-eeg

CNN classifier to classify MI-EEG signals

CUDA-Winograd

Fast CUDA Kernels for ResNet Inference. Using Winograd algorithm to optimize the efficiency of convolutional computing.

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

object_detection_on_zynq_mpsoc

pytorch-revnet

Implementation of the reversible residual network in pytorch

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch-yolo2

Convert https://pjreddie.com/darknet/yolo/ into pytorch

PyTorch-YOLOv3

Minimal PyTorch implementation of YOLOv3

SDE-Interview-Questions

Most comprehensive list :clipboard: of tech interview questions :blue_book: of companies scraped from Geeksforgeeks, CareerCup and Glassdoor.

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

XNOR-Net-PyTorch

PyTorch Implementation of XNOR-Net

BBox-Label-Tool

A simple tool for labeling object bounding boxes in images

combinational-bnn

System Verilog code describing a fully combinational binarized neural network.

DRiLLS

DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)

driving-object-detection

Traffic Light detection using Tensorflow Object Detection API v1 and v2

EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

FlexFlow

A distributed deep learning framework.

HashingDeepLearning

Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"

QuantLab

samples

SSD-Tensorflow

Single Shot MultiBox Detector in TensorFlow

stream-ebpc

Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Lukas Cavigelli, Georg Rutishauser, Luca Benini.

wincnn

Winograd minimal convolution algorithm generator for convolutional neural networks.