forked from freudenreichan/info2Praktikum-NeuronalesNetz
initial prototype
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04768db522
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147
imageInput.c
147
imageInput.c
@ -6,17 +6,156 @@
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#define BUFFER_SIZE 100
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#define FILE_HEADER_STRING "__info2_image_file_format__"
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// TODO Implementieren Sie geeignete Hilfsfunktionen für das Lesen der Bildserie aus einer Datei
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typedef enum
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{
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IMG_SUCCESS = 0,
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IMG_ERR_INVALID_HEADER, // Header did not match
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IMG_ERR_READ, // Failed to read from file, maybe it's too short
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IMG_ERR, // General Error
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} ImageError;
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static ImageError checkHeader(FILE *file);
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static ImageError readPictureParams(unsigned short *number, unsigned short *width, unsigned short *height, FILE *file);
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static ImageError readImage(size_t numPixels, GrayScalePixelType *pixelBuffer, unsigned char *label, FILE *file);
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static ImageError parseImageFile(FILE *file, GrayScaleImageSeries *series);
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// TODO Vervollständigen Sie die Funktion readImages unter Benutzung Ihrer Hilfsfunktionen
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GrayScaleImageSeries *readImages(const char *path)
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{
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GrayScaleImageSeries *series = NULL;
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GrayScaleImageSeries *series = calloc(1, sizeof(GrayScaleImageSeries));
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if (series == NULL)
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{
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return NULL;
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}
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FILE *file = fopen(path, "rb");
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if (file == NULL)
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{
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clearSeries(series);
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series = NULL;
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return NULL; // fopen failed
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}
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if (parseImageFile(file, series))
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{
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clearSeries(series);
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series = NULL;
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}
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fclose(file);
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return series;
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}
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// TODO Vervollständigen Sie die Funktion clearSeries, welche eine Bildserie vollständig aus dem Speicher freigibt
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static ImageError parseImageFile(FILE *file, GrayScaleImageSeries *series)
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{
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if (checkHeader(file))
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{
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return IMG_ERR; // header check failed
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}
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unsigned short number, width, height;
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if (readPictureParams(&number, &width, &height, file))
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{
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return IMG_ERR; // read failed
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}
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size_t pixels = width * height;
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// now setup the image series
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series->images = calloc(number, sizeof(GrayScaleImage));
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if (series->images == NULL)
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{
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return IMG_ERR;
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}
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series->labels = malloc(number * sizeof(unsigned char));
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if (series->labels == NULL)
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{
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return IMG_ERR;
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}
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series->count = number;
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for (size_t imageIdx = 0; imageIdx < number; imageIdx++)
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{
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GrayScaleImage *curImage = &series->images[imageIdx];
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curImage->buffer = malloc(sizeof(GrayScalePixelType) * pixels);
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if (curImage->buffer == NULL)
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{
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return IMG_ERR;
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}
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curImage->width = width;
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curImage->height = height;
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if (readImage(pixels, curImage->buffer, &series->labels[imageIdx], file))
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{
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return IMG_ERR;
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}
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}
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return IMG_SUCCESS;
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}
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static ImageError checkHeader(FILE *file)
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{
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size_t len = strlen(FILE_HEADER_STRING);
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char headerBuf[len + 1];
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size_t charsRead = fread(headerBuf, 1, len, file);
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if (charsRead < len)
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{
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return IMG_ERR_READ;
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}
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headerBuf[len] = '\0';
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return strcmp(headerBuf, FILE_HEADER_STRING) == 0 ? IMG_SUCCESS : IMG_ERR_INVALID_HEADER;
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}
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static ImageError readPictureParams(unsigned short *number, unsigned short *width, unsigned short *height, FILE *file)
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{
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if (1 != fread(number, sizeof(unsigned short), 1, file))
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{
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return IMG_ERR_READ;
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}
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if (1 != fread(width, sizeof(unsigned short), 1, file))
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{
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return IMG_ERR_READ;
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}
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if (1 != fread(height, sizeof(unsigned short), 1, file))
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{
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return IMG_ERR_READ;
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}
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return IMG_SUCCESS;
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}
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static ImageError readImage(size_t numPixels, GrayScalePixelType *pixelBuffer, unsigned char *label, FILE *file)
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{
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if (numPixels > fread(pixelBuffer, sizeof(GrayScalePixelType), numPixels, file))
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{
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return IMG_ERR_READ;
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}
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if (1 != fread(label, sizeof(unsigned char), 1, file))
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{
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return IMG_ERR_READ;
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}
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return IMG_SUCCESS;
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}
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// frees memory for each image buffer, image, label and finally series
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void clearSeries(GrayScaleImageSeries *series)
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{
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if (series)
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{
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int seriesLen = series->count;
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for (size_t imageIdx = 0; imageIdx < seriesLen; imageIdx++)
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{
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free(series->images[imageIdx].buffer);
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}
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free(series->images);
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free(series->labels);
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free(series);
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}
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}
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