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Dennis's Projects

pytorch-srresnet icon pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

pytorch-ssd icon pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorchssd icon pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

pytorchviz icon pytorchviz

A small package to create visualizations of PyTorch execution graphs

quantized_distillation icon quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

r3det_tensorflow icon r3det_tensorflow

Code for AAAI 2021 paper: R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

rdn-tensorflow icon rdn-tensorflow

A TensorFlow implementation of CVPR 2018 paper "Residual Dense Network for Image Super-Resolution".

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

replica-dataset icon replica-dataset

The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .

rnnoise icon rnnoise

Recurrent neural network for audio noise reduction

rolo icon rolo

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

s3nas icon s3nas

Fast NPU-aware Neural Architecture Search

scale-time-lattice icon scale-time-lattice

Code for our CVPR 2018 paper "Optimizing Video Object Detection via a Scale-Time Lattice".

seaborn icon seaborn

Statistical data visualization in Python

seeed-voicecard icon seeed-voicecard

2 Mic Hat, 4 Mic Array, 6-Mic Circular Array Kit, and 4-Mic Linear Array Kit for Raspberry Pi

segan icon segan

Speech Enhancement Generative Adversarial Network in TensorFlow

senet icon senet

Squeeze-and-Excitation Networks

siamese-rpn icon siamese-rpn

Full reimplementation of siamese rpn, has 0.24 eao on vot2017.

siamese-rpn-pytorch icon siamese-rpn-pytorch

This is a re-implementation of Siamese-RPN with pytorch, which is CVPR2018 spotlight.

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