agi.image.go 7.4 KB

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  1. package agi
  2. import (
  3. "bytes"
  4. "errors"
  5. "image"
  6. "image/jpeg"
  7. _ "image/jpeg"
  8. "image/png"
  9. _ "image/png"
  10. "io/ioutil"
  11. "log"
  12. "os"
  13. "path/filepath"
  14. "strings"
  15. "github.com/disintegration/imaging"
  16. "github.com/oliamb/cutter"
  17. "github.com/robertkrimen/otto"
  18. "imuslab.com/arozos/mod/neuralnet"
  19. user "imuslab.com/arozos/mod/user"
  20. )
  21. /*
  22. AJGI Image Processing Library
  23. This is a library for handling image related functionalities in agi scripts.
  24. */
  25. func (g *Gateway) ImageLibRegister() {
  26. err := g.RegisterLib("imagelib", g.injectImageLibFunctions)
  27. if err != nil {
  28. log.Fatal(err)
  29. }
  30. }
  31. func (g *Gateway) injectImageLibFunctions(vm *otto.Otto, u *user.User) {
  32. //Get image dimension, requires filepath (virtual)
  33. vm.Set("_imagelib_getImageDimension", func(call otto.FunctionCall) otto.Value {
  34. imageFileVpath, err := call.Argument(0).ToString()
  35. if err != nil {
  36. g.raiseError(err)
  37. return otto.FalseValue()
  38. }
  39. imagePath, err := virtualPathToRealPath(imageFileVpath, u)
  40. if err != nil {
  41. g.raiseError(err)
  42. return otto.FalseValue()
  43. }
  44. if !fileExists(imagePath) {
  45. g.raiseError(errors.New("File not exists! Given " + imagePath))
  46. return otto.FalseValue()
  47. }
  48. file, err := os.Open(imagePath)
  49. if err != nil {
  50. g.raiseError(err)
  51. return otto.FalseValue()
  52. }
  53. image, _, err := image.DecodeConfig(file)
  54. if err != nil {
  55. g.raiseError(err)
  56. return otto.FalseValue()
  57. }
  58. file.Close()
  59. rawResults := []int{image.Width, image.Height}
  60. result, _ := vm.ToValue(rawResults)
  61. return result
  62. })
  63. //Resize image, require (filepath, outputpath, width, height)
  64. vm.Set("_imagelib_resizeImage", func(call otto.FunctionCall) otto.Value {
  65. vsrc, err := call.Argument(0).ToString()
  66. if err != nil {
  67. g.raiseError(err)
  68. return otto.FalseValue()
  69. }
  70. vdest, err := call.Argument(1).ToString()
  71. if err != nil {
  72. g.raiseError(err)
  73. return otto.FalseValue()
  74. }
  75. width, err := call.Argument(2).ToInteger()
  76. if err != nil {
  77. g.raiseError(err)
  78. return otto.FalseValue()
  79. }
  80. height, err := call.Argument(3).ToInteger()
  81. if err != nil {
  82. g.raiseError(err)
  83. return otto.FalseValue()
  84. }
  85. //Convert the virtual paths to real paths
  86. rsrc, err := virtualPathToRealPath(vsrc, u)
  87. if err != nil {
  88. g.raiseError(err)
  89. return otto.FalseValue()
  90. }
  91. rdest, err := virtualPathToRealPath(vdest, u)
  92. if err != nil {
  93. g.raiseError(err)
  94. return otto.FalseValue()
  95. }
  96. ext := strings.ToLower(filepath.Ext(rdest))
  97. if !inArray([]string{".jpg", ".jpeg", ".png"}, ext) {
  98. g.raiseError(errors.New("File extension not supported. Only support .jpg and .png"))
  99. return otto.FalseValue()
  100. }
  101. if fileExists(rdest) {
  102. err := os.Remove(rdest)
  103. if err != nil {
  104. g.raiseError(err)
  105. return otto.FalseValue()
  106. }
  107. }
  108. //Resize the image
  109. src, err := imaging.Open(rsrc)
  110. if err != nil {
  111. //Opening failed
  112. g.raiseError(err)
  113. return otto.FalseValue()
  114. }
  115. src = imaging.Resize(src, int(width), int(height), imaging.Lanczos)
  116. err = imaging.Save(src, rdest)
  117. if err != nil {
  118. g.raiseError(err)
  119. return otto.FalseValue()
  120. }
  121. return otto.TrueValue()
  122. })
  123. //Crop the given image, require (input, output, posx, posy, width, height)
  124. vm.Set("_imagelib_cropImage", func(call otto.FunctionCall) otto.Value {
  125. vsrc, err := call.Argument(0).ToString()
  126. if err != nil {
  127. g.raiseError(err)
  128. return otto.FalseValue()
  129. }
  130. vdest, err := call.Argument(1).ToString()
  131. if err != nil {
  132. g.raiseError(err)
  133. return otto.FalseValue()
  134. }
  135. posx, err := call.Argument(2).ToInteger()
  136. if err != nil {
  137. posx = 0
  138. }
  139. posy, err := call.Argument(3).ToInteger()
  140. if err != nil {
  141. posy = 0
  142. }
  143. width, err := call.Argument(4).ToInteger()
  144. if err != nil {
  145. g.raiseError(errors.New("Image width not defined"))
  146. return otto.FalseValue()
  147. }
  148. height, err := call.Argument(5).ToInteger()
  149. if err != nil {
  150. g.raiseError(errors.New("Image height not defined"))
  151. return otto.FalseValue()
  152. }
  153. //Convert the virtual paths to realpaths
  154. rsrc, err := virtualPathToRealPath(vsrc, u)
  155. if err != nil {
  156. g.raiseError(err)
  157. return otto.FalseValue()
  158. }
  159. rdest, err := virtualPathToRealPath(vdest, u)
  160. if err != nil {
  161. g.raiseError(err)
  162. return otto.FalseValue()
  163. }
  164. //Try to read the source image
  165. imageBytes, err := ioutil.ReadFile(rsrc)
  166. if err != nil {
  167. g.raiseError(err)
  168. return otto.FalseValue()
  169. }
  170. img, _, err := image.Decode(bytes.NewReader(imageBytes))
  171. if err != nil {
  172. g.raiseError(err)
  173. return otto.FalseValue()
  174. }
  175. //Crop the image
  176. croppedImg, err := cutter.Crop(img, cutter.Config{
  177. Width: int(width),
  178. Height: int(height),
  179. Anchor: image.Point{int(posx), int(posy)},
  180. Mode: cutter.TopLeft,
  181. })
  182. //Create the new image
  183. out, err := os.Create(rdest)
  184. if err != nil {
  185. g.raiseError(err)
  186. return otto.FalseValue()
  187. }
  188. if strings.ToLower(filepath.Ext(rdest)) == ".png" {
  189. png.Encode(out, croppedImg)
  190. } else if strings.ToLower(filepath.Ext(rdest)) == ".jpg" {
  191. jpeg.Encode(out, croppedImg, nil)
  192. } else {
  193. g.raiseError(errors.New("Not supported format: Only support jpg or png"))
  194. return otto.FalseValue()
  195. }
  196. out.Close()
  197. return otto.TrueValue()
  198. })
  199. //Get the given file's thumbnail in base64
  200. vm.Set("_imagelib_loadThumbString", func(call otto.FunctionCall) otto.Value {
  201. vsrc, err := call.Argument(0).ToString()
  202. if err != nil {
  203. g.raiseError(err)
  204. return otto.FalseValue()
  205. }
  206. //Convert the vsrc to real path
  207. rsrc, err := virtualPathToRealPath(vsrc, u)
  208. if err != nil {
  209. g.raiseError(err)
  210. return otto.FalseValue()
  211. }
  212. //Get the files' thumb base64 string
  213. base64String, err := g.Option.FileSystemRender.LoadCache(rsrc, false)
  214. if err != nil {
  215. return otto.FalseValue()
  216. } else {
  217. value, _ := vm.ToValue(base64String)
  218. return value
  219. }
  220. })
  221. vm.Set("_imagelib_classify", func(call otto.FunctionCall) otto.Value {
  222. vsrc, err := call.Argument(0).ToString()
  223. if err != nil {
  224. g.raiseError(err)
  225. return otto.FalseValue()
  226. }
  227. classifier, err := call.Argument(1).ToString()
  228. if err != nil {
  229. classifier = "default"
  230. }
  231. if classifier == "" || classifier == "undefined" {
  232. classifier = "default"
  233. }
  234. //Convert the vsrc to real path
  235. rsrc, err := virtualPathToRealPath(vsrc, u)
  236. if err != nil {
  237. g.raiseError(err)
  238. return otto.FalseValue()
  239. }
  240. if classifier == "default" || classifier == "darknet19" {
  241. //Use darknet19 for classification
  242. r, err := neuralnet.AnalysisPhotoDarknet19(rsrc)
  243. if err != nil {
  244. g.raiseError(err)
  245. return otto.FalseValue()
  246. }
  247. result, err := vm.ToValue(r)
  248. if err != nil {
  249. g.raiseError(err)
  250. return otto.FalseValue()
  251. }
  252. return result
  253. } else if classifier == "yolo3" {
  254. //Use yolo3 for classification, return positions of object as well
  255. r, err := neuralnet.AnalysisPhotoYOLO3(rsrc)
  256. if err != nil {
  257. g.raiseError(err)
  258. return otto.FalseValue()
  259. }
  260. result, err := vm.ToValue(r)
  261. if err != nil {
  262. g.raiseError(err)
  263. return otto.FalseValue()
  264. }
  265. return result
  266. } else {
  267. //Unsupported classifier
  268. log.Println("[AGI] Unsupported image classifier name: " + classifier)
  269. g.raiseError(err)
  270. return otto.FalseValue()
  271. }
  272. })
  273. //Wrap all the native code function into an imagelib class
  274. vm.Run(`
  275. var imagelib = {};
  276. imagelib.getImageDimension = _imagelib_getImageDimension;
  277. imagelib.resizeImage = _imagelib_resizeImage;
  278. imagelib.cropImage = _imagelib_cropImage;
  279. imagelib.loadThumbString = _imagelib_loadThumbString;
  280. imagelib.classify = _imagelib_classify;
  281. `)
  282. }