mmdetection

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.

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

[CVPR 2025] DEIM: DETR with Improved Matching for Fast Convergence

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

[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"