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mmrotate

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+Subproject commit d50ab767fd0a6852e7931ac8e3a759f9605d659a

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+
+# Vision transformer - RVSA for object detection
+
+## Table of Contents
+
+- [Features](#Features)
+- [Getting Started](#getting-started)
+  - [Prerequisites](#prerequisites)
+  - [Installation](#installation)
+
+## Features
+
+Load object detection model - remote sensing image.
+
+*   Visualize
+
+## Getting Started
+
+Below is the list of dependencies and steps to use the repository
+
+### Prerequisites
+
+List any software or libraries that are required to run your project.
+
+*   Python 3
+*   mmcv
+*   mmrotate
+*   torch
+*   mmdetection
+
+### Installation
+
+Step-by-step instructions on how to install your project.
+
+1.  Install environment:
+- Install torch
+* CPU:
+```
+pip install -q torch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 --index-url https://download.pytorch.org/whl/cpu
+pip install -q mmcv==2.0.1 -f https://download.openmmlab.com/mmcv/dist/cpu/torch2.0/index.html
+```
+* GPU:
+```
+pip install -q torch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2
+pip install -q mmcv==2.0.1 -f https://download.openmmlab.com/mmcv/dist/cu117/torch2.0/index.html
+```
+
+- Install other dependencies:
+
+```
+pip install -q "mmdet>=3.0.0rc6,<3.1.0"
+git clone https://github.com/open-mmlab/mmrotate -b 1.x
+cd mmrotate
+pip install -q -e .
+cd ..
+git clone https://github.com/ViTAE-Transformer/MTP
+cp -r ./MTP/RS_Tasks_Finetune/Rotated_Detection/mmrotate1.x/mmrotate/* ./mmrotate/mmrotate
+git clone https://huggingface.co/datasets/KhangTruong/NWPU-Caption
+tar -xf NWPU-Caption/02_NWPU_RESISC45.tar
+tar -xf NWPU-Caption/02_NWPU_caption.tar
+mv 02_NWPU_RESISC45 data
+mv 02_NWPU_caption data
+python install.py --root .
+```
+
+2. Change the directory to *mmrotate*, which is inside the current working directory
+```
+cd mmrotate
+```
+
+3. Run the inference
+```
+python ../extract_feature.py -n ../data/airplane/airplane_002.jpg
+```
+
+4. It will produce an image in *vis_data*, which is the labelled image.