Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Deep Learning For Image Processing | 14,599 | 24 days ago | 28 | gpl-3.0 | Python | |||||
deep learning for image processing including classification and object-detection etc. | ||||||||||
Catalyst | 3,103 | 19 | 10 | 3 days ago | 108 | April 29, 2022 | 4 | apache-2.0 | Python | |
Accelerated deep learning R&D | ||||||||||
Maxvit | 230 | 5 months ago | 2 | apache-2.0 | Jupyter Notebook | |||||
[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling... | ||||||||||
Bonnetal | 167 | 3 years ago | 10 | mit | Python | |||||
Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn | ||||||||||
Color_recognition | 148 | 2 years ago | mit | Python | ||||||
Color Recognition on a Webcam Stream / on Video / on a Single Image using K-Nearest Neighbors (KNN) is Trained with Color Histogram Features. | ||||||||||
Paddlers | 137 | 8 months ago | 1 | May 19, 2022 | 4 | apache-2.0 | Python | |||
Awesome Remote Sensing Toolkit based on PaddlePaddle. | ||||||||||
Autoannotationtool | 113 | 2 years ago | 1 | mit | C++ | |||||
A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported | ||||||||||
Brainstools | 95 | 21 days ago | 18 | apache-2.0 | C++ | |||||
A suite of tools for medical image processing focused on brain analysis | ||||||||||
X Ray Classification | 85 | 5 years ago | n,ull | mit | Python | |||||
X-ray Images (Chest images) analysis and anomaly detection using Transfer learning with inception v2 | ||||||||||
Aideveloper | 74 | 2 months ago | 8 | bsd-2-clause | Python | |||||
GUI-based software for training, evaluating and applying deep neural nets for image classification |
course_ppt
文件夹下,需要的自行下载。图像分类
LeNet(已完成)
AlexNet(已完成)
VggNet(已完成)
GoogLeNet(已完成)
ResNet(已完成)
ResNeXt (已完成)
MobileNet_V1_V2(已完成)
MobileNet_V3(已完成)
ShuffleNet_V1_V2 (已完成)
EfficientNet_V1(已完成)
EfficientNet_V2 (已完成)
RepVGG(已完成)
Vision Transformer(已完成)
Swin Transformer(已完成)
ConvNeXt(已完成)
MobileViT(已完成)
目标检测
Faster-RCNN/FPN(已完成)
SSD/RetinaNet (已完成)
YOLO Series (已完成)
FCOS(已完成)
语义分割
FCN (已完成)
DeepLabV3 (已完成)
LR-ASPP (已完成)
U-Net (已完成)
U2Net (已完成)
SegFormer(规划中)
实例分割
关键点检测
欢迎大家关注下我的微信公众号(阿喆学习小记),平时会总结些相关学习博文。
如果有什么问题,也可以到我的CSDN中一起讨论。 https://blog.csdn.net/qq_37541097/article/details/103482003
我的bilibili频道: https://space.bilibili.com/18161609/channel/index