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Insufficient picture data? I made a free image enhancement software

2022-07-05 18:23:00 【Everything】

The original

The original ： To solve the problem of insufficient image data sets , I made an image enhancement software

function

  • Multiple enhancement methods , Support such as adding random pixels 、 Gaussian noise 、 Random rectangle occlusion 、 Set random pixels to zero 、 Salt and pepper noise 、 Animation effect 、 Gradient mask blending 、 Gaussian blur 、 Motion blur 、 Change the color temperature 、 Adaptive histogram equalization 、 Flip horizontal 、 Flip vertically 、 Scale equally 、 Unequal scaling 、 Random translation 、HSV Transformation 、 Perspective transformation 、 Random contrast 、 Strengthen the edge 、 Random brightness 、 Maximum pooling 、 The average pooling 、 Image enhancement methods such as random clipping and filling ;
  • Support single image enhanced preview and batch processing , Adding multithreading enables massive data enhancement without device jamming ;
  • Only enhanced pictures are supported 、 Image and target detection annotation file synchronization enhancement 、 Image and image segmentation annotation files are enhanced synchronously
  • For the convenience of users, check whether the enhanced annotation information is correct , Provide visual options , Preview the enhancement results while enhancing

Download mode

Video tutorial Get and download from official account Github
Click me to view the tutorial A graduate student who knows everything -> Resource collection -> Serial number 00 Click me to download

Update record

edition date function Interface
V1.02022/01/28 Add random pixels 、 Gaussian noise 、 Random rectangle occlusion 、 Set random pixels to zero 、 Salt and pepper noise 、 Animation effect 、 Gradient mask blending 、 Gaussian blur 、 Motion blur 、 Change the color temperature 、 Adaptive histogram equalization 、 Flip horizontal 、 Flip vertically 、 Scale equally 、 Unequal scaling 、 Random translation 、HSV Transformation 、 Perspective transformation 、 Random contrast 、 Strengthen the edge 、 Random brightness 、 Maximum pooling 、 The average pooling 、 Random clipping and filling . Support leaflets / The batch operation ,XML Changes with image enhancement main
V1.12022/02/09 Batch operation supports independent selection of whether to provide XMLmain
V2.02022/02/281. Repair different computers UI The display is incomplete ;
2. Support image segmentation JSON Annotation file enhancements ;
3. Support annotation visualization ;
4. Fix the problem of blocking caused by too many batch operation files .		main
V2.12022/03/02 Fix the error caused by Chinese in the file , Note that the path should not have Chinese ！main
V2.22022/03/03Json File picture information supplement main
V2.32022/03/121. Repair XML&JSON The file has writing problems caused by exceeding the image size after enhancement ;
2. After enhancement Json file ImagePath Information update 		main
V2.42022/03/24 Repair Json The coordinates are empty after enhancement main
V2.42022/04/21 Fix detail errors ,V3.0 Come on main
V2.52022/06/14 Add gray image processing , Improve compatibility main

Results the preview

name explain effect
Init Original picture Insert picture description here
Add Add random pixels Insert picture description here
Noise Gaussian noise Insert picture description here
Cutout Random rectangle occlusion Insert picture description here
Dropout Set random pixels to zero Init
Salt Salt and pepper noise Insert picture description here
Cartoon Animation effect Init
Blend Gradient mask blending Init
G-Blur Gaussian blur Init
M-Blur Motion blur Init
ColTemp Change the color temperature Init
Clahe Adaptive histogram equalization Insert picture description here
H-Flip Flip horizontal Insert picture description here
V-Flip Flip vertically Insert picture description here
Scale Scale equally Insert picture description here
R-Scale Unequal scaling Insert picture description here
Transl Random translation Insert picture description here
HSVHSV Transformation Init
PerTran Perspective transformation Insert picture description here
Contra Random contrast Insert picture description here
Edge Strengthen the edge Insert picture description here
Bright Random brightness Insert picture description here
M-Pool Maximum pooling Init
A-Pool The average pooling Insert picture description here
Cr-Pad Random clipping and filling Insert picture description here
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