DEIM

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

???? (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! ???

RF-DETR is a real-time object detection model architecture developed by Roboflow, released under the Apache 2.0 license.

A paper list of some recent Transformer-based CV works.

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

[CVPR 2022 Oral] Official implementation of DN-DETR

[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org/abs/2108.06152)

[CVPR'2022] SAM-DETR & SAM-DETR++: Official PyTorch Implementation