OpenMMLab Detection Toolbox and Benchmark
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Updated
Mar 21, 2023 - Python
OpenMMLab Detection Toolbox and Benchmark
Implementation of popular deep learning networks with TensorRT network definition API
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
detrex is a research platform for Transformer-based Instance Recognition algorithms including DETR (ECCV 2020), Deformable-DETR (ICLR 2021), Conditional-DETR (ICCV 2021), DAB-DETR (ICLR 2022), DN-DETR (CVPR 2022), DINO (ICLR 2023), H-DETR (CVPR 2023), MaskDINO (CVPR 2023), DETA (ArXiv 2022), etc.
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.
[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
[CVPR 2022 Oral]Official implementation of DN-DETR
[ICLR 2022] DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR
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
[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
A User Interface for DETR built with Dash. 100% Python.
AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)
Dense Distinct Query for End-to-End Object Detection (CVPR2023)
Handwritten text recognition using transformers.
GRIT: Faster and Better Image-captioning Transformer (ECCV 2022)
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