神经网络学习小记录44——训练资源汇总贴

Myth丶恋晨 2023-07-18 09:48 102阅读 0赞

### 神经网络学习小记录44——训练资源汇总贴 ###

*  前言
 *  权值文件
 *   *  1、迁移学习（传统神经网络）
     *  2、目标检测
     *   *  a、keras权重
         *  b、pytorch权重
         *  c、tensorflow2权重
     *  3、实例分割
     *  4、语义分割（旧版）
     *  5、语义分割（新版）
     *   *  a、keras权重
         *  b、pytorch权重
         *  c、tensorflow2权重
     *  6、人脸识别
 *  数据集
 *   *  1、迁移学习（传统神经网络）（旧版）
     *  2、目标检测
     *  3、实例分割
     *  4、语义分割（旧版）
     *  5、语义分割（新版）
     *  6、人脸识别
     *  7、分类模型

# 前言 #

包含我所有教程内所需的一些权值文献以及数据集，如果有什么缺的地方欢迎补充。  
![在这里插入图片描述][20190723165901974.jpg_pic_center]

# 权值文件 #

## 1、迁移学习（传统神经网络） ##

1、Mobilenet  
链接: [https://pan.baidu.com/s/1hmC2h5yFGQ\_QE20ClmSb7Q][https_pan.baidu.com_s_1hmC2h5yFGQ_QE20ClmSb7Q] 提取码: d69c

2、MobilenetV2  
链接: [https://pan.baidu.com/s/1br\_2I\_tmWPkUSRYYKVZ5MA][https_pan.baidu.com_s_1br_2I_tmWPkUSRYYKVZ5MA] 提取码: jkxp

3、VGG  
链接: [https://pan.baidu.com/s/1jU337jLqe25zOggIrTeyeQ][https_pan.baidu.com_s_1jU337jLqe25zOggIrTeyeQ] 提取码: jsq9

4、InceptionV3  
链接: [https://pan.baidu.com/s/1MUpQKLs1vgpdrKMPMc3T-w][https_pan.baidu.com_s_1MUpQKLs1vgpdrKMPMc3T-w] 提取码: 2ckh

5、Inceptioin ResnetV2  
链接: [https://pan.baidu.com/s/1qwFygZDAxbhfQ\_QUAtXZzQ][https_pan.baidu.com_s_1qwFygZDAxbhfQ_QUAtXZzQ] 提取码: y755

6、Xception  
链接: [https://pan.baidu.com/s/1eOSp4rkog–2dQfiMhP6sA][https_pan.baidu.com_s_1eOSp4rkog_2dQfiMhP6sA] 提取码: pc2a

## 2、目标检测 ##

### a、keras权重 ###

1、YOLOV3  
链接: [https://pan.baidu.com/s/1izPebZ6PVU25q1we1UgSGQ][https_pan.baidu.com_s_1izPebZ6PVU25q1we1UgSGQ] 提取码: tbj3

2、SSD  
链接: [https://pan.baidu.com/s/1uXksuBwSvTRhgyMNGBh9Wg][https_pan.baidu.com_s_1uXksuBwSvTRhgyMNGBh9Wg] 提取码: xq8y

3、Mobilenet-SSD  
**博客版的Mobilenet-SSD**  
链接: [https://pan.baidu.com/s/1um\_yB5CrlpWcZQRAQYSzow][https_pan.baidu.com_s_1um_yB5CrlpWcZQRAQYSzow] 提取码: nvsd

**原版结构的Mobilenet-SSD**  
链接: [https://pan.baidu.com/s/1HwCLIqNeq2fvZsZzbPHF\_w][https_pan.baidu.com_s_1HwCLIqNeq2fvZsZzbPHF_w] 提取码: 839n

4、Faster RCNN  
链接: [https://pan.baidu.com/s/1RHmEGshBcW7Dw49PriZEfQ][https_pan.baidu.com_s_1RHmEGshBcW7Dw49PriZEfQ] 提取码: afi9

5、Retinanet  
链接: [https://pan.baidu.com/s/1qS7\_QozWsdpjYTcnMKG50w][https_pan.baidu.com_s_1qS7_QozWsdpjYTcnMKG50w] 提取码: i8w8

6、RFBnet  
链接: [https://pan.baidu.com/s/1u3j\_6mRTJQZLiIHFRejnug][https_pan.baidu.com_s_1u3j_6mRTJQZLiIHFRejnug] 提取码: i1jr

7、M2det  
链接: [https://pan.baidu.com/s/1QAnR\_2Q672BwykXItkM8UA][https_pan.baidu.com_s_1QAnR_2Q672BwykXItkM8UA] 提取码: e7w1

8、YOLOV4  
链接: [https://pan.baidu.com/s/1R4LlPqVBdusVa9Mx\_BXSTg][https_pan.baidu.com_s_1R4LlPqVBdusVa9Mx_BXSTg] 提取码: k8v5

9、efficientdet  
链接: [https://pan.baidu.com/s/1dbC0vx9CghExZb1txJCNZg][https_pan.baidu.com_s_1dbC0vx9CghExZb1txJCNZg] 提取码: m9ve

10、YOLOV4-tiny  
链接: [https://pan.baidu.com/s/1XNGVKgsoqkvYgFeqCfNHoA][https_pan.baidu.com_s_1XNGVKgsoqkvYgFeqCfNHoA] 提取码: ygcs

11、Centernet  
链接: [https://pan.baidu.com/s/1Tl56NmZVYljA2jHmOx5zOg][https_pan.baidu.com_s_1Tl56NmZVYljA2jHmOx5zOg] 提取码: ukm3

12、mobilenet-yolov4-lite  
链接: [https://pan.baidu.com/s/1CA4d9gVBI5JObnhK\_xRPxQ][https_pan.baidu.com_s_1CA4d9gVBI5JObnhK_xRPxQ] 提取码: 9am5

### b、pytorch权重 ###

1、YOLOV3-pytorch  
链接: [https://pan.baidu.com/s/1ncREw6Na9ycZptdxiVMApw][https_pan.baidu.com_s_1ncREw6Na9ycZptdxiVMApw] 提取码: appk

2、SSD-pytorch  
链接: [https://pan.baidu.com/s/1ltXCkuSxKRJUsLi0IoBg2A][https_pan.baidu.com_s_1ltXCkuSxKRJUsLi0IoBg2A] 提取码: uqnw

3、Faster RCNN-pytorch  
链接: [https://pan.baidu.com/s/1-PtvHJGTvXJ5YYWs1hs9hQ][https_pan.baidu.com_s_1-PtvHJGTvXJ5YYWs1hs9hQ] 提取码: kdps

4、Retinanet  
链接: [https://pan.baidu.com/s/1xoJ2HLlzqRFBVYmujYyh3A][https_pan.baidu.com_s_1xoJ2HLlzqRFBVYmujYyh3A] 提取码: krr5

5、YOLOV4-pytorch  
链接: [https://pan.baidu.com/s/1WlDNPtGO1pwQbqwKx1gRZA][https_pan.baidu.com_s_1WlDNPtGO1pwQbqwKx1gRZA] 提取码: p4sc

6、efficientdet-pytorch  
链接: [https://pan.baidu.com/s/1Kvv526YYSDJEf9BzWfIb3Q][https_pan.baidu.com_s_1Kvv526YYSDJEf9BzWfIb3Q] 提取码: f9g3

7、YOLOV4-tiny-pytorch  
链接: [https://pan.baidu.com/s/1B37A\_-Fcx8TsAK-M4hm90g][https_pan.baidu.com_s_1B37A_-Fcx8TsAK-M4hm90g] 提取码: 5te5

8、Centernet-pytorch  
链接: [https://pan.baidu.com/s/1QBBgRb\_TH8kJdSCQGgcXmQ][https_pan.baidu.com_s_1QBBgRb_TH8kJdSCQGgcXmQ] 提取码: phnc

9、mobilenet-yolov4-lite-pytorch  
链接: [https://pan.baidu.com/s/1mX5UPqPwGz-A1son3vWxqw][https_pan.baidu.com_s_1mX5UPqPwGz-A1son3vWxqw] 提取码: 1kut

### c、tensorflow2权重 ###

1、SSD-TF2  
链接: [https://pan.baidu.com/s/10l02SiObuzbrv-oYRwYNAg][https_pan.baidu.com_s_10l02SiObuzbrv-oYRwYNAg] 提取码: 7jck

2、Faster RCNN-TF2  
链接: [https://pan.baidu.com/s/1DzE6UwF4umzx5KUA3ABSxw][https_pan.baidu.com_s_1DzE6UwF4umzx5KUA3ABSxw] 提取码: 92e8

3、YOLOV4-TF2  
链接: [https://pan.baidu.com/s/1jDOPTel7mTXxNDliuKbmvA][https_pan.baidu.com_s_1jDOPTel7mTXxNDliuKbmvA] 提取码: irgc

4、efficientdet-TF2  
链接: [https://pan.baidu.com/s/1msImXKPxnN4BJN\_PZEKRyA][https_pan.baidu.com_s_1msImXKPxnN4BJN_PZEKRyA] 提取码: q8td

5、YOLOV4-tiny-TF2  
链接: [https://pan.baidu.com/s/1FNRe6K6BB8xXZuRS7Z4Shw][https_pan.baidu.com_s_1FNRe6K6BB8xXZuRS7Z4Shw] 提取码: 75me

6、Centernet-TF2  
链接: [https://pan.baidu.com/s/1IAhc33ifrDFQNVItcJqBTg][https_pan.baidu.com_s_1IAhc33ifrDFQNVItcJqBTg] 提取码: gigx

## 3、实例分割 ##

1、Mask-RCNN  
链接: [https://pan.baidu.com/s/1qbLpSxwAXxLZIOJRtbSecQ][https_pan.baidu.com_s_1qbLpSxwAXxLZIOJRtbSecQ] 提取码: w9ch

## 4、语义分割（旧版） ##

1、Xception-DeeplabV3+  
链接: [https://pan.baidu.com/s/1P4xNhXCWWoyAlrePZKC8gQ][https_pan.baidu.com_s_1P4xNhXCWWoyAlrePZKC8gQ] 提取码: asr9

2、Mobilenet-DeeplabV3+  
链接: [https://pan.baidu.com/s/1xPiKLr-cYhx1W\_6DJUeFxw][https_pan.baidu.com_s_1xPiKLr-cYhx1W_6DJUeFxw] 提取码: apme

3、Mobilenet主干网络  
链接: [https://pan.baidu.com/s/1hmC2h5yFGQ\_QE20ClmSb7Q][https_pan.baidu.com_s_1hmC2h5yFGQ_QE20ClmSb7Q] 提取码: d69c

## 5、语义分割（新版） ##

### a、keras权重 ###

1、PSPnet  
链接: [https://pan.baidu.com/s/1\_nEtsjUOeJYHFyVec77l4Q][https_pan.baidu.com_s_1_nEtsjUOeJYHFyVec77l4Q] 提取码: fikr  
2、Unet  
链接: [https://pan.baidu.com/s/1NIA3pOWYjseFI7Ofv6QoCg][https_pan.baidu.com_s_1NIA3pOWYjseFI7Ofv6QoCg] 提取码: f38i

### b、pytorch权重 ###

1、PSPnet  
链接: [https://pan.baidu.com/s/1JX0BoAroPChBQrXYnybqzg][https_pan.baidu.com_s_1JX0BoAroPChBQrXYnybqzg] 提取码: papc

### c、tensorflow2权重 ###

1、PSPnet  
链接: [https://pan.baidu.com/s/1cmCtnJnyAcREoXmcbmvenA][https_pan.baidu.com_s_1cmCtnJnyAcREoXmcbmvenA] 提取码: pf5b

## 6、人脸识别 ##

1、retinaface  
链接: [https://pan.baidu.com/s/1t7-BNsZzHj2isCekc\_PVtw][https_pan.baidu.com_s_1t7-BNsZzHj2isCekc_PVtw] 提取码: 2qrs

2、retinaface-pytorch  
链接: [https://pan.baidu.com/s/1q2E6uWs0R5GU\_PFs9\_vglg][https_pan.baidu.com_s_1q2E6uWs0R5GU_PFs9_vglg] 提取码: z7es

# 数据集 #

## 1、迁移学习（传统神经网络）（旧版） ##

1、猫狗数据集：  
链接：[https://pan.baidu.com/s/1TqmdkJBY49ftg19tRK2Ngg][https_pan.baidu.com_s_1TqmdkJBY49ftg19tRK2Ngg] 提取码: htxf

## 2、目标检测 ##

1、VOC2007+2012训练集  
链接: [https://pan.baidu.com/s/16pemiBGd-P9q2j7dZKGDFA][https_pan.baidu.com_s_16pemiBGd-P9q2j7dZKGDFA] 提取码: eiw9

2、VOC2007测试集  
链接: [https://pan.baidu.com/s/1BnMiFwlNwIWG9gsd4jHLig][https_pan.baidu.com_s_1BnMiFwlNwIWG9gsd4jHLig] 提取码: dsda

## 3、实例分割 ##

1、shape数据集（圆形、三角形、正方形）：  
链接: [https://pan.baidu.com/s/14dBd1Lbjw0FCnwKryf9taQ][https_pan.baidu.com_s_14dBd1Lbjw0FCnwKryf9taQ] 提取码: 9457

## 4、语义分割（旧版） ##

1、斑马线数据集：  
链接：[https://pan.baidu.com/s/1uzwqLaCXcWe06xEXk1ROWw][https_pan.baidu.com_s_1uzwqLaCXcWe06xEXk1ROWw] 提取码：pp6w  
2、VOC数据集：  
链接：[https://pan.baidu.com/s/1Urh9W7XPNMF8yR67SDjAAQ][https_pan.baidu.com_s_1Urh9W7XPNMF8yR67SDjAAQ] 提取码: cvy2

## 5、语义分割（新版） ##

1、VOC拓展数据集及其验证集  
链接: [https://pan.baidu.com/s/1BrR7AUM1XJvPWjKMIy2uEw][https_pan.baidu.com_s_1BrR7AUM1XJvPWjKMIy2uEw] 提取码: vszf

## 6、人脸识别 ##

人脸识别数据集包含在对应权值的百度网盘里。  
1、retinaface  
链接: [https://pan.baidu.com/s/1t7-BNsZzHj2isCekc\_PVtw][https_pan.baidu.com_s_1t7-BNsZzHj2isCekc_PVtw] 提取码: 2qrs

2、retinaface-pytorch  
链接: [https://pan.baidu.com/s/1q2E6uWs0R5GU\_PFs9\_vglg][https_pan.baidu.com_s_1q2E6uWs0R5GU_PFs9_vglg] 提取码: z7es

## 7、分类模型 ##

1、猫狗数据集  
链接: [https://pan.baidu.com/s/1Jz1nafsrRcw2Hqso4c8i0g][https_pan.baidu.com_s_1Jz1nafsrRcw2Hqso4c8i0g] 提取码: hmmx

[20190723165901974.jpg_pic_center]: /images/20230528/f83ef094d0774567b25a3d25fe3e4ca4.png
[https_pan.baidu.com_s_1hmC2h5yFGQ_QE20ClmSb7Q]: https://pan.baidu.com/s/1hmC2h5yFGQ_QE20ClmSb7Q
[https_pan.baidu.com_s_1br_2I_tmWPkUSRYYKVZ5MA]: https://pan.baidu.com/s/1br_2I_tmWPkUSRYYKVZ5MA
[https_pan.baidu.com_s_1jU337jLqe25zOggIrTeyeQ]: https://pan.baidu.com/s/1jU337jLqe25zOggIrTeyeQ
[https_pan.baidu.com_s_1MUpQKLs1vgpdrKMPMc3T-w]: https://pan.baidu.com/s/1MUpQKLs1vgpdrKMPMc3T-w
[https_pan.baidu.com_s_1qwFygZDAxbhfQ_QUAtXZzQ]: https://pan.baidu.com/s/1qwFygZDAxbhfQ_QUAtXZzQ
[https_pan.baidu.com_s_1eOSp4rkog_2dQfiMhP6sA]: https://pan.baidu.com/s/1eOSp4rkog--2dQfiMhP6sA
[https_pan.baidu.com_s_1izPebZ6PVU25q1we1UgSGQ]: https://pan.baidu.com/s/1izPebZ6PVU25q1we1UgSGQ
[https_pan.baidu.com_s_1uXksuBwSvTRhgyMNGBh9Wg]: https://pan.baidu.com/s/1uXksuBwSvTRhgyMNGBh9Wg
[https_pan.baidu.com_s_1um_yB5CrlpWcZQRAQYSzow]: https://pan.baidu.com/s/1um_yB5CrlpWcZQRAQYSzow
[https_pan.baidu.com_s_1HwCLIqNeq2fvZsZzbPHF_w]: https://pan.baidu.com/s/1HwCLIqNeq2fvZsZzbPHF_w
[https_pan.baidu.com_s_1RHmEGshBcW7Dw49PriZEfQ]: https://pan.baidu.com/s/1RHmEGshBcW7Dw49PriZEfQ
[https_pan.baidu.com_s_1qS7_QozWsdpjYTcnMKG50w]: https://pan.baidu.com/s/1qS7_QozWsdpjYTcnMKG50w
[https_pan.baidu.com_s_1u3j_6mRTJQZLiIHFRejnug]: https://pan.baidu.com/s/1u3j_6mRTJQZLiIHFRejnug
[https_pan.baidu.com_s_1QAnR_2Q672BwykXItkM8UA]: https://pan.baidu.com/s/1QAnR_2Q672BwykXItkM8UA
[https_pan.baidu.com_s_1R4LlPqVBdusVa9Mx_BXSTg]: https://pan.baidu.com/s/1R4LlPqVBdusVa9Mx_BXSTg
[https_pan.baidu.com_s_1dbC0vx9CghExZb1txJCNZg]: https://pan.baidu.com/s/1dbC0vx9CghExZb1txJCNZg
[https_pan.baidu.com_s_1XNGVKgsoqkvYgFeqCfNHoA]: https://pan.baidu.com/s/1XNGVKgsoqkvYgFeqCfNHoA
[https_pan.baidu.com_s_1Tl56NmZVYljA2jHmOx5zOg]: https://pan.baidu.com/s/1Tl56NmZVYljA2jHmOx5zOg
[https_pan.baidu.com_s_1CA4d9gVBI5JObnhK_xRPxQ]: https://pan.baidu.com/s/1CA4d9gVBI5JObnhK_xRPxQ
[https_pan.baidu.com_s_1ncREw6Na9ycZptdxiVMApw]: https://pan.baidu.com/s/1ncREw6Na9ycZptdxiVMApw
[https_pan.baidu.com_s_1ltXCkuSxKRJUsLi0IoBg2A]: https://pan.baidu.com/s/1ltXCkuSxKRJUsLi0IoBg2A
[https_pan.baidu.com_s_1-PtvHJGTvXJ5YYWs1hs9hQ]: https://pan.baidu.com/s/1-PtvHJGTvXJ5YYWs1hs9hQ
[https_pan.baidu.com_s_1xoJ2HLlzqRFBVYmujYyh3A]: https://pan.baidu.com/s/1xoJ2HLlzqRFBVYmujYyh3A
[https_pan.baidu.com_s_1WlDNPtGO1pwQbqwKx1gRZA]: https://pan.baidu.com/s/1WlDNPtGO1pwQbqwKx1gRZA
[https_pan.baidu.com_s_1Kvv526YYSDJEf9BzWfIb3Q]: https://pan.baidu.com/s/1Kvv526YYSDJEf9BzWfIb3Q
[https_pan.baidu.com_s_1B37A_-Fcx8TsAK-M4hm90g]: https://pan.baidu.com/s/1B37A_-Fcx8TsAK-M4hm90g
[https_pan.baidu.com_s_1QBBgRb_TH8kJdSCQGgcXmQ]: https://pan.baidu.com/s/1QBBgRb_TH8kJdSCQGgcXmQ
[https_pan.baidu.com_s_1mX5UPqPwGz-A1son3vWxqw]: https://pan.baidu.com/s/1mX5UPqPwGz-A1son3vWxqw
[https_pan.baidu.com_s_10l02SiObuzbrv-oYRwYNAg]: https://pan.baidu.com/s/10l02SiObuzbrv-oYRwYNAg
[https_pan.baidu.com_s_1DzE6UwF4umzx5KUA3ABSxw]: https://pan.baidu.com/s/1DzE6UwF4umzx5KUA3ABSxw
[https_pan.baidu.com_s_1jDOPTel7mTXxNDliuKbmvA]: https://pan.baidu.com/s/1jDOPTel7mTXxNDliuKbmvA
[https_pan.baidu.com_s_1msImXKPxnN4BJN_PZEKRyA]: https://pan.baidu.com/s/1msImXKPxnN4BJN_PZEKRyA
[https_pan.baidu.com_s_1FNRe6K6BB8xXZuRS7Z4Shw]: https://pan.baidu.com/s/1FNRe6K6BB8xXZuRS7Z4Shw
[https_pan.baidu.com_s_1IAhc33ifrDFQNVItcJqBTg]: https://pan.baidu.com/s/1IAhc33ifrDFQNVItcJqBTg
[https_pan.baidu.com_s_1qbLpSxwAXxLZIOJRtbSecQ]: https://pan.baidu.com/s/1qbLpSxwAXxLZIOJRtbSecQ
[https_pan.baidu.com_s_1P4xNhXCWWoyAlrePZKC8gQ]: https://pan.baidu.com/s/1P4xNhXCWWoyAlrePZKC8gQ
[https_pan.baidu.com_s_1xPiKLr-cYhx1W_6DJUeFxw]: https://pan.baidu.com/s/1xPiKLr-cYhx1W_6DJUeFxw
[https_pan.baidu.com_s_1_nEtsjUOeJYHFyVec77l4Q]: https://pan.baidu.com/s/1_nEtsjUOeJYHFyVec77l4Q
[https_pan.baidu.com_s_1NIA3pOWYjseFI7Ofv6QoCg]: https://pan.baidu.com/s/1NIA3pOWYjseFI7Ofv6QoCg
[https_pan.baidu.com_s_1JX0BoAroPChBQrXYnybqzg]: https://pan.baidu.com/s/1JX0BoAroPChBQrXYnybqzg
[https_pan.baidu.com_s_1cmCtnJnyAcREoXmcbmvenA]: https://pan.baidu.com/s/1cmCtnJnyAcREoXmcbmvenA
[https_pan.baidu.com_s_1t7-BNsZzHj2isCekc_PVtw]: https://pan.baidu.com/s/1t7-BNsZzHj2isCekc_PVtw
[https_pan.baidu.com_s_1q2E6uWs0R5GU_PFs9_vglg]: https://pan.baidu.com/s/1q2E6uWs0R5GU_PFs9_vglg
[https_pan.baidu.com_s_1TqmdkJBY49ftg19tRK2Ngg]: https://pan.baidu.com/s/1TqmdkJBY49ftg19tRK2Ngg
[https_pan.baidu.com_s_16pemiBGd-P9q2j7dZKGDFA]: https://pan.baidu.com/s/16pemiBGd-P9q2j7dZKGDFA
[https_pan.baidu.com_s_1BnMiFwlNwIWG9gsd4jHLig]: https://pan.baidu.com/s/1BnMiFwlNwIWG9gsd4jHLig
[https_pan.baidu.com_s_14dBd1Lbjw0FCnwKryf9taQ]: https://pan.baidu.com/s/14dBd1Lbjw0FCnwKryf9taQ
[https_pan.baidu.com_s_1uzwqLaCXcWe06xEXk1ROWw]: https://pan.baidu.com/s/1uzwqLaCXcWe06xEXk1ROWw
[https_pan.baidu.com_s_1Urh9W7XPNMF8yR67SDjAAQ]: https://pan.baidu.com/s/1Urh9W7XPNMF8yR67SDjAAQ
[https_pan.baidu.com_s_1BrR7AUM1XJvPWjKMIy2uEw]: https://pan.baidu.com/s/1BrR7AUM1XJvPWjKMIy2uEw
[https_pan.baidu.com_s_1Jz1nafsrRcw2Hqso4c8i0g]: https://pan.baidu.com/s/1Jz1nafsrRcw2Hqso4c8i0g