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iffdetector

Object Detection

keras-yolo4

A Keras implementation of YOLOv4 (Tensorflow backend)

keras-yolov4

supports training, at least 41.1% mAP.支持训练，至少41.1%mAP。少数的给出精度的复现。

lambdanetworks

learnopencv

Learn OpenCV : C++ and Python Examples

lime

Lime: Explaining the predictions of any machine learning classifier

marlclassification

Image classification using reinforcement learning and multi-agent system

mnist_center_loss_pytorch

A PyTorch implementation of center loss on MNIST

model-interpretation

Overview of different model interpretability libraries.

objectdetection_script

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

onenet

[ICML2021] What Makes for End-to-End Object Detection

open-source-sar-simulator

This is an OpenSource Synthetic Aperture Radar simulator

opensar

Synthetic Aperture Radar (SAR) Tools and Documents from Earth Big Data LLC

piml-toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development and model validation

py-local-maxima

Find local maxima of a 2D image using Python and parallel processing techniques.

pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

pygcn

Graph Convolutional Networks in PyTorch

pyramid-attention-networks

PyTorch code for our paper "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch_yolov4

PyTorch implementation of YOLOv4

r-centernet

detector for rotated-objections based on CenterNet/基于CenterNet的旋转目标检测

rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

rl-image-classification

rotation-invariant-coordinate-convolutional-neural-network

The code of the paper "RIC-CNN: Rotation-Invariant Coordinate Convolutional Neural Network"

sar-aircraft-data

sar_aircraft_detectionandrecognition

shapobjectdetection

SHAP-Based Interpretable Object Detection Method for Satellite Imagery

simplecvreproduction

reproduce simple cv project including classification, object detection, segmentation, keypoint detection, tracking, attention mechanism:smile: etc.

structural_inpainting