diff --git a/poster/resources/vectors/drawing-v07.svg b/poster/resources/vectors/drawing-v08.svg similarity index 99% rename from poster/resources/vectors/drawing-v07.svg rename to poster/resources/vectors/drawing-v08.svg index ffb7781..f5d413d 100644 --- a/poster/resources/vectors/drawing-v07.svg +++ b/poster/resources/vectors/drawing-v08.svg @@ -2,22 +2,22 @@ DCGANs are capable of satisfactorily learning the data distributionof the training images so as to create synthetic fetal US images indifferentiablefrom the originals, where FID and LBPv metrics show potential for image quality assessment of synthetic fetal US in comparison to MI and PSNR.Future work may lead to testing other GAN models, architectural alterations, hyperparameter optimization, addresing mode collapse and artefacts and using other forms of data augmentation with other fetal US datasets.* DCGANs are capable of learning the data distribution of the training images so as to create synthetic fetal US images indifferentiable from the originals. * FID and LBPv metrics show potential for image quality assessment of synthetic fetal US in comparison to MI and PSNR.* Future work may lead to testing other GAN models, architectural alterations, hyperparameter optimization, addresing mode collapse and artefacts and using other forms of data augmentation with other fetal US datasets.300 epochs + + 500 epochs + + 800 epochs + + 1000 epochs + + Generated images wtih DCGAN64 using 800 training images with different epochs + + 500 images + + 999 images + + 100 images + + 300 images + + 800 images + + 500 epochs + + 1000 epochs + + 500 epochs + + 1000 epochs + + using 300 training images + + using 800 training images + + and discriminator accuracies on real and synthetic imagesand discriminator accuracies on real and synthetic images + +IterationsIterations + +IterationsIterations + +IterationsIterations + +IterationsIterations + +BCE LossBCE Loss + +BCE LossBCE Loss + +AccuracyAccuracyAccuracy + +Accuracy + +Using 300 training imagesUsing 300 training images + +Using 800 training images + id="tspan33731">Using 800 training images + + \ No newline at end of file diff --git a/poster/video/trial-v00-simplescreenrecorder-2022-07-15_09.59.25.mp4 b/poster/video/trial-v00-simplescreenrecorder-2022-07-15_09.59.25.mp4 new file mode 100644 index 0000000..cd9b849 Binary files /dev/null and b/poster/video/trial-v00-simplescreenrecorder-2022-07-15_09.59.25.mp4 differ