Teddy cup A The full version of the question Optimize updates (4/23)

Write it at the front ：

1、 Looking at your comments, I'm also in a hurry , At first, I intended to be lazy and directly enhance the overall data , But after running the model twice （ Every time 6 Hours ） The effect is still not improved , In the end, there's no way , Thursday took an afternoon （ Skipping classes ） Make statistics on the original data , Strengthen the data of the categories that are seriously lacking one by one （ The process is quite boring ）

2、 This data enhancement includes Gaussian blur , Flip horizontally and vertically , Maximum pooling , Random clipping, etc , It expands the category of insects with only one picture to 40 Zhang Zuo .

3、 Avoid flooding the whole network ,（b,c Question like that ）, And improve the award rate （ Teddy cup is divided into regions and School Awards ）, So the purchase is limited 50 Share ！！.

4、 According to the buyer's feedback , This update also has the paper idea document , Help everyone write a good paper ( Include project process , How to do it , In what way , Suggest )

Download resources ：

Download address before the sea
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One 、 Separate data enhancements ：

1、 Enhance the image file section ：

2、 Statistics ：

Two 、 effect ：

1、 Training process chart ：

2、 Part of the training results ：

f1:

3、 More accurate csv file ：( Joined the 0 And insect free statistics )：

3、 ... and 、 Update package ：

It includes the following ：

At the end ：

This time the data has been enhanced by nearly 900 A picture , The available pictures are from the original official 578 Zhang expanded to 1429 Zhang , There are many friends who have bought feedback that they have no ideas to write papers , Also uploaded the paper guide

This time the model has run full 20 Hours , It's not easy to create , Please support the original .