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xrosliang's Projects

delight icon delight

DeLighT: Very Deep and Light-Weight Transformers

demand-forecasting icon demand-forecasting

Forecasting for a meal kit delivery business as part of business analytics project at Columbia university

demo-face-gan icon demo-face-gan

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.

demo-self-driving icon demo-self-driving

Streamlit app demonstrating an image browser for the Udacity self-driving-car dataset with realtime object detection using YOLO.

demucs icon demucs

Code for the paper Music Source Separation in the Waveform Domain

dense-reppoints icon dense-reppoints

Dense reppoints: Representing visual objects with dense point sets https://arxiv.org/abs/1912.11473

densecl icon densecl

Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.

densenet icon densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

deoccnet icon deoccnet

DeOccNet: Learning to See Through Foreground Occlusions in Light Fields, WACV 2020.

deoldify icon deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

depara icon depara

This repo provides source codes for reproduing the results of "DEPARA".

depix icon depix

Recovers passwords from pixelized screenshots

det3d icon det3d

A general 3D object detection codebse.

detection-of-defects-in-fruits-and-vegetables icon detection-of-defects-in-fruits-and-vegetables

Detection of defects in fruits and vegetables using k means segmentation and Otsu thresholding in Matlab. Both external and internal defects are detected. For external defects, the surface of the fruits and vegetables in the image is processed. For internal defects, two approaches are followed. In the first one, the internal images of the fruits are processed for defects, whereas in the second one, the X-ray images of the images are taken and processed for defects.

detectors icon detectors

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

detr icon detr

End-to-End Object Detection with Transformers

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