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Alan D Chen's Projects

atss icon atss

🔥Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

automl icon automl

🔥Google Brain AutoML-🔥EfficientDet: Scalable and Efficient Object Detection

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

cascade-rcnn icon cascade-rcnn

from Cascade R-CNN: Delving into High Quality Object Detection_Caffe implementation of multiple popular object detection frameworks

cdiou-cdiouloss icon cdiou-cdiouloss

🔥CDIoU and CDIoU loss is like a convenient plug-in that can be used in multiple models. CDIoU and CDIoU loss have different excellent performances in several models such as Faster R-CNN, YOLOv4, RetinaNet and . There is a maximum AP improvement of 1.9% and an average AP of 0.8% improvement on MS COCO dataset, compared to traditional evaluation-feedback modules. Here we just use as an example to illustrate the code.

detectron icon detectron

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

detectron.pytorch icon detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

detectron2 icon detectron2

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

detr icon detr

End-to-End Object Detection with Transformers

dsvt icon dsvt

[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"

fcos icon fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

fpn.pytorch icon fpn.pytorch

🔥Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection

fpt icon fpt

Implementation for paper Feature Pyramid Transformer

fvcore icon fvcore

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

glip icon glip

Grounded Language-Image Pre-training

knn_ml icon knn_ml

Demo for KNN(K-Nearest Neighbor) & Iris module(a classical test) in data analysis in Python

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