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models

Models and examples built with TensorFlow

tinykv

A course to build distributed key-value service based on TiKV model

POT

POT : Python Optimal Transport

bottom-up-attention-vqa

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

cvpr15deepcompare

Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"

JDspyder

京东预约&抢购脚本，可以自定义商品链接

OTA

Official implementation of our CVPR2021 paper "OTA: Optimal Transport Assignment for Object Detection" in Pytorch.

retrieval-2016-deepvision

Faster R-CNN features for Instance Search

Graph-Optimal-Transport

Code for ICML 2020 "Graph Optimal Transport for Cross-Domain Alignment"

RerankingTransformer

[ICCV 2021] Instance-level Image Retrieval using Reranking Transformers

retrieval-2016-icmr

Bags of Local Convolutional Features for Scalable Instance Search (ICMR 2016)

SCOT

CVPR 2020, Semantic Correspondence as an Optimal Transport Problem, Pytorch Implementation.

SketchyScene

[ECCV 2018] SketchyScene: Richly-Annotated Scene Sketches

hpf

Official PyTorch Implementation of Hyperpixel Flow, ICCV 2019

image-retrieval

Instance-level image retrieval, used in street-to-shop scene. Leveraging large-scale noisy data, and clean it automatically. Learning R-MAC descriptors using a larger network such as ResNet101. Train with a siamese architecture to optimize a triplet loss.

salbow

Saliency Weighted Convolutional Features for Instance Search

SketchyCOCO

SketchyCOCO dataset (CVPR 2020)

BUTD_model

A pytorch implementation of "Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering" for image captioning.

jd_kill_qt

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DOLG-instance-retrieval

Official Implementation of DOLG (ICCV 2021)

TCNet

Implementation of TC-Net for iSBIR: Triplet Classification Network for instance-level Sketch Based Image Retrieval.

Instance-Search

Deep Learning for image retrieval

CNN-CBIR

Content based image retrieval, instance search (examplar object detection) using CNN, especially VGG-RMAC feature. Implemented with pytorch.

Jd-Pruchase-Kill

京东秒杀抢购

Instance-Based-Image-Retrieval

Instanced-Level-image-retrieval-with-DeLF

An image retrieval system with DeLF

Instanced-Level-image-retrieval-with-DeLF

Visual-Recognition

Implementations of multiple tasks of visual recognition: Instance Retrieval, Object recognition, Object Detection and Image Segmentation

DUODIS

"Dataset-driven Unsupervised Object Discovery for Region-based Instance Image Retrieval"

Instance-Image-Retrieval-by-Aggregating-Sample-based-Discriminative-Characteristics

Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics