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Weijie Su's Projects

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

auto-seg-loss icon auto-seg-loss

Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation

bottom-up-attention icon bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

clip icon clip

Contrastive Language-Image Pretraining

complex-yolo icon complex-yolo

Complex-YOLO: Real-time 3D Object Detection on Point Clouds pytorch Darknet

dali icon dali

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

deit icon deit

Official DeiT repository

detectron2 icon detectron2

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

dgl icon dgl

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

fairscale icon fairscale

PyTorch extensions for high performance and large scale training.

fvcore icon fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

gcnet icon gcnet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

gdown.pl icon gdown.pl

Google Drive direct download of big files

gpflow icon gpflow

Gaussian processes in TensorFlow

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mmcv icon mmcv

Open MMLab Computer Vision Foundation

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

neural-motifs icon neural-motifs

Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)

nmn2 icon nmn2

Dynamically predicted neural network structures for multi-domain question answering

nngp icon nngp

Deep neural network kernel for Gaussian process

places365 icon places365

The Places365-CNNs for Scene Classification

pydensecrf icon pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

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