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cgh's Projects

deep_gcns icon deep_gcns

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://deepgcns.org

deep_ocr icon deep_ocr

make a better chinese character recognition OCR than tesseract

deeppath icon deeppath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl_network icon deeprl_network

multi-agent deep reinforcement learning for networked system control.

deepvideodeblurring icon deepvideodeblurring

S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang. Deep Video Deblurring. CVPR 2017, Spotlight

delivery-time-prediction icon delivery-time-prediction

Fulfilling food orders are very time sensitive; the customer expects very fast delivery. To improve service times, you need to develop an ETA prediction scheme. Given the time of day, and the distance to be travelled, we would like to estimate the time it takes to deliver an order (ETA). Note that this may vary from city to city.

delta icon delta

DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks https://arxiv.org/abs/1901.09229

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

deoccnet icon deoccnet

Repository of "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!)

derpn icon derpn

A novel region proposal network for more general object detection ( including scene text detection ).

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.

detecttracksportevents icon detecttracksportevents

Program for detection and tracking players on a sports ground and calculation of basic statistical indicators using deep learning

deviation-network icon deviation-network

Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dhsegment icon dhsegment

Generic framework for historical document processing

dianet icon dianet

The official implementation of paper "DIANet:Dense-and-Implicit-Attention-Network".

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