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csldali's Projects

r2cnn-plus-plus_tensorflow icon r2cnn-plus-plus_tensorflow

This is a tensorflow implementation of R2CNN++: Multi-Dimensional Attention Based Rotation Invariant Detector with Robust Anchor Strategy(SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects).

rcnn icon rcnn

The Tensorflow with tflearn implementation of the RCNN model.

reid-survey icon reid-survey

Deep Learning for Person Re-identification: A Survey and Outlook

semantic-segmentation-using-fully-convolutional-networks icon semantic-segmentation-using-fully-convolutional-networks

In this project, we'll construct a fully convolutional neural network based on the VGGNet-16 architecture to perform semantic segmentation on a video captured from a front facing camera mounted on a vehicle dashboard to identify the drivable surface area.

sgpn icon sgpn

SGPN:Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation, CVPR, 2018

siamese-triplet icon siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

singleshotpose icon singleshotpose

This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).

slimyolov3 icon slimyolov3

This page is for the SlimYOLOv3: Narrower, Faster and Better for UAV Real-Time Applications

spcl icon spcl

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

sphereface icon sphereface

🍑 This is a MNIST Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR 2017.

squeezeseg icon squeezeseg

Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation

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