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Dennis Chew's Projects

psmnet icon psmnet

Pyramid Stereo Matching Network (CVPR2018)

pytorch-pruning icon pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

pytorch-ssd icon 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.

pytorchviz icon pytorchviz

A small package to create visualizations of PyTorch execution graphs

r2plus1d-pytorch icon r2plus1d-pytorch

PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

realtimevideo icon realtimevideo

Detecting breathing rate of a person from video, a real time video processing application

revisiting_deep_metric_learning_pytorch icon revisiting_deep_metric_learning_pytorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

sahi icon sahi

A lightweight vision library for performing large scale object detection/ instance segmentation.

sdc-p5 icon sdc-p5

Udacity Self-Driving Car Project 5: Vehicle Detection and Tracking

softteacher icon softteacher

Semi-Supervised Learning, Object Detection, ICCV2021

sort icon sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

sots icon sots

Single object tracking and segmentation.

sslad icon sslad

3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A - Continual Learning Classification Challenge

stark icon stark

[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking

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