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aerialdetection

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

chinese-landscape-painting-dataset

Dataset used for WACV 2021 paper: "End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks"

dardet

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

easy_slam_tutorial

首个中文的简单从零开始实现视觉SLAM理论与实践教程，使用Python实现。包括：ORB特征点提取，对极几何，视觉里程计后端优化，实时三维重建地图。A easy SLAM practical tutorial (Python).图像处理、otsu二值化。更多其他教程我的CSDN博客

fcos

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

fcosr

FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection

gradient_descent_viz

interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI

how-to-learn-deep-learning

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

jetracer

An autonomous AI racecar using NVIDIA Jetson Nano

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

megadepth

Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".

monoculardepth-inference

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://www.atapour.co.uk/papers/CVPR2018.pdf).

monodepth-pytorch

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

obbdetection

OBBDetection is an oriented object detection library, which is based on MMdetection.

orientedreppoints_dota

Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet

panoptic-deeplab

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

practicalai-cn

AI实战-practicalAI 中文版

pspnet-pytorch

PyTorch implementation of PSPNet

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-yolov4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swin-transformer-object-detection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

swin-transformer-semantic-segmentation

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

yolov4-pytorch

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

yolov4_self_driving_car

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite