Neural network learning little training resources summary posted record 44--

Foreword

It contains all the required documents and tutorials I value some of the data set right if there is anything missing local welcome supplement.

Weights file

1, transfer learning (traditional neural networks)

1, Mobilenet
link: https://pan.baidu.com/s/1hmC2h5yFGQ_QE20ClmSb7Q extraction code: d69c

2, MobilenetV2
link: https://pan.baidu.com/s/1br_2I_tmWPkUSRYYKVZ5MA extraction code: jkxp

3, VGG
link: https://pan.baidu.com/s/1jU337jLqe25zOggIrTeyeQ extraction code: jsq9

4, InceptionV3
link: https://pan.baidu.com/s/1MUpQKLs1vgpdrKMPMc3T-w extraction code: 2ckh

5, Inceptioin ResnetV2
link: https://pan.baidu.com/s/1qwFygZDAxbhfQ_QUAtXZzQ extraction code: y755

6, Xception
link: https://pan.baidu.com/s/1eOSp4rkog-2dQfiMhP6sA extraction code: pc2a

2, object detection

1, YOLOV3
link: https://pan.baidu.com/s/1ew5ki6TPa-crn9bpUgIRXA extraction code: g9jw

2, SSD
link: https://pan.baidu.com/s/1BuDUG6fsdV-8W31WLXoCEw extraction code: x74g

3, SSD-pytorch
link: https://pan.baidu.com/s/1CK76OLESMhcVhpNOruttZA extraction code: re4m

4, Mobilenet-SSD
link: https://pan.baidu.com/s/1YJhLDctN9JxeBWgGKLqUpw extraction code: ikyf

5, Faster RCNN
link: https://pan.baidu.com/s/14IKtFhD3s1N24wQ0kW5XBQ extraction code: th83

6, Retinanet
link: https://pan.baidu.com/s/18cbLN4Qn6nEWdvNN625WNg extraction code: xfay

7, RFBnet
link: https://pan.baidu.com/s/1BH3Aop0BBdxs439p14svuA extraction code: 8dve

3, examples of division

1, Mask-RCNN
link: https://pan.baidu.com/s/1qbLpSxwAXxLZIOJRtbSecQ extraction code: w9ch

4, semantic segmentation

1, Xception-DeeplabV3 +
Link: https://pan.baidu.com/s/1P4xNhXCWWoyAlrePZKC8gQ extraction code: asr9

2, Mobilenet-DeeplabV3 +
Link: https://pan.baidu.com/s/1xPiKLr-cYhx1W_6DJUeFxw extraction code: apme

3, Mobilenet backbone network
links: https://pan.baidu.com/s/1hmC2h5yFGQ_QE20ClmSb7Q extraction code: d69c

data set

1, transfer learning (traditional neural networks)

1, the data set cats and dogs:
Link: https://pan.baidu.com/s/1TqmdkJBY49ftg19tRK2Ngg extraction code: htxf

2, object detection

1, VOC2007 + 2012
Link: https://pan.baidu.com/s/1u4YUyWJqs5bD38A6Hvs-og extraction code: xzde

3, examples of division

1, shape data set (round, triangular, square):
Link: https://pan.baidu.com/s/14dBd1Lbjw0FCnwKryf9taQ extraction code: 9457

4, semantic segmentation

1, crossing the data set:
Link: https://pan.baidu.com/s/1uzwqLaCXcWe06xEXk1ROWw extraction code: pp6w
2, the VOC dataset:
Link: https://pan.baidu.com/s/1Urh9W7XPNMF8yR67SDjAAQ extraction code: cvy2