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aircraftcarrier_dataset

This repository is to download the AircraftCarrier Dataset

bag_of_tricks_for_image_classification_with_convolutional_neural_networks

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

ciou

Complete-IoU (CIoU) Loss and Cluster-NMS for Object Detection and Instance Segmentation (YOLACT)

coordattention

Code for our CVPR2021 paper coordinate attention

darknet

Convolutional Neural Networks

datasets-preprocessing-for-object-detection

this repository includes some python parser scripts for converting other public datasets into voc data format

deep-residual-shrinkage-networks

The deep residual shrinkage network is a variant of deep residual networks.

espcn-pytorch

PyTorch implementation of Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network (CVPR 2016)

ghostnet.pytorch

73.6% GhostNet 1.0x pre-trained model on ImageNet

glore

Global Reasoning module for visual recognition

hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

imageclassification-pytorch

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

lite.ai

Lite.AI 🚀🚀🌟 is a user-friendly C++ lib for awesome🔥🔥🔥 AI models based on onnxruntime, ncnn or mnn. YOLOX🔥，YoloV5🔥, YoloV4🔥, DeepLabV3🔥, ArcFace🔥, CosFace🔥, Colorization🔥, SSD🔥, etc.

make_voc2007

制作自己的VOC2007数据集用于faster-rcnn目标检测模型训练

mobilenet-yolov4-lite-pytorch

这是一个mobilenet-yolov4-lite的库，把yolov4主干网络修改成了mobilenet，修改了Panet的卷积组成，使参数量大幅度缩小。

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

mobilenetv3-ssd

MobileNetV3-SSD for object detection and implementation in PyTorch

mutual-channel-loss

Reimplementation of Mutual-Channel Loss for Fine-Grained Image Classification.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pycuda-cn

A Chinese Translation of PyCUDA Doc. PyCUDA 文档中文翻译。

pyqt5

PyQt5视频课程源代码

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch_vehiclecolorrecognition

vechile color recognition using pytorch

real-time-object-detection-and-tracking

Combining object detection and tracking. The object detecting algorithm is SSD and the object detecting algorithm is SiamRPN. Both algorithms are real-time.

real_time_object_detection_and_tracking

YOLOv2 and MobileNet_SSD detection algorithms used along with KCF object tracker

resnext-pytorch

scaledyolov4

scalenet

ScaleNet for CIFAR and ImageNet Classification