Insufficient picture data? I made a free image enhancement software

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
V1.0	2022/01/28	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
V1.1	2022/02/09	Batch operation supports independent selection of whether to provide XML
V2.0	2022/02/28	1. 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 .
V2.1	2022/03/02	Fix the error caused by Chinese in the file , Note that the path should not have Chinese ！
V2.2	2022/03/03	Json File picture information supplement
V2.3	2022/03/12	1. Repair XML&JSON The file has writing problems caused by exceeding the image size after enhancement ; 2. After enhancement Json file ImagePath Information update
V2.4	2022/03/24	Repair Json The coordinates are empty after enhancement
V2.4	2022/04/21	Fix detail errors ,V3.0 Come on
V2.5	2022/06/14	Add gray image processing , Improve compatibility

Results the preview

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