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Guangxing Han's Projects

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

fct icon fct

Code for CVPR 2022 Oral paper: 'Few-Shot Object Detection with Fully Cross-Transformer'

fewx icon fewx

FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.

flickr_image_crawler icon flickr_image_crawler

Data collection code for NeurIPS 2021 Datasets and Benchmarks Track paper: 'The Met Dataset: Instance-level Recognition for Artworks'

meta-faster-r-cnn icon meta-faster-r-cnn

Code for AAAI 2022 Oral paper: 'Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment'

qa-fewdet icon qa-fewdet

Code for ICCV 2021 paper: 'Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks'

semi-dff icon semi-dff

code for ACM MM 2018 paper: 'Semi-Supervised DFF: Decoupling Detection and Feature Flow for Video Object Detectors'

smkd icon smkd

Code implementation for the paper: Supervised Masked Knowledge Distillation for Few-Shot Transformers

ssd-tdr icon ssd-tdr

code for ICIP 2017 paper: SINGLE SHOT OBJECT DETECTION WITH TOP-DOWN REFINEMENT

styletransfer icon styletransfer

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in PyTorch

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