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Date Name Thumbnail Size Description Versions
13:38, 15 April 2021 Q2-1-C87 ROI upper side solder region.png (file) 244 KB ''upper'' side ROI solder region. 1
13:37, 15 April 2021 Q2-1-C87 ROI lower side solder region.png (file) 245 KB ''lower'' side ROI solder region. 1
13:34, 15 April 2021 Q2-1-C87 missing defect sample.jpeg (file) 35 KB Original ''missing'' sample, ''full'' typology. 1
09:54, 15 April 2021 Dual-stream decoder.png (file) 177 KB Dual-stream decoder's model plot 1
09:53, 15 April 2021 Dual-stream encoder.png (file) 164 KB Dual-stream encoder's model plot 1
09:49, 15 April 2021 Dual-stream autoencoder.png (file) 31 KB Dual-stream autoencoder's model plot 1
09:46, 15 April 2021 Encoder.png (file) 100 KB Encoder's model plot 1
09:44, 15 April 2021 Decoder.png (file) 108 KB Decoder's model plot 1
09:41, 15 April 2021 Autoencoder.png (file) 23 KB Autoencoder's model plot 1
13:29, 14 April 2021 Samples of defects divided by classes.png (file) 70 KB Examples of four types of defects. 1
13:13, 14 April 2021 Fade-in progression.png (file) 18 KB ProGAN fade-in progression during training. 1
13:12, 14 April 2021 Training progression.png (file) 45 KB ProGAN training progression. 1
10:02, 14 April 2021 Tombstoning synthesized images.png (file) 413 KB Synthesized images for ''tombstoning'' class. 1
09:58, 14 April 2021 Missing synthesized images.png (file) 380 KB Synthesized images for missing class 1
09:48, 14 April 2021 Tombstoning upper lower 256x256.png (file) 129 KB T-SNE algorithm results for tombstoning class synthesized images. 256 × 256 resolution upper and lower region images. 1
09:45, 14 April 2021 Tombstoning 512x512.png (file) 108 KB T-SNE algorithm results for tombstoning class synthesized images. 512 × 512 resolution full images. 1
09:43, 14 April 2021 Tombstoning 256x256.png (file) 134 KB T-SNE algorithm results for tombstoning class synthesized images. 256 × 256 resolution upper and lower region images. 1
09:27, 14 April 2021 Missing upper lower 256x256.png (file) 147 KB T-SNE algorithm results for missing class synthesized images. 256 × 256 resolution upper and lower region images. 1
09:26, 14 April 2021 Missing 512x512.png (file) 116 KB T-SNE algorithm results for missing class synthesized images. 512 × 512 resolution full images. 1
09:25, 14 April 2021 Missing 256x256.png (file) 117 KB T-SNE algorithm results for missing class synthesized images. 256 × 256 resolution full images. 1
12:37, 12 April 2021 Image augmentation for training samples.png (file) 293 KB   2
12:32, 12 April 2021 Dataset processing and augmentation.png (file) 157 KB   2
09:47, 6 April 2021 DPU-01 core latency for 1-2-4 threads.png (file) 22 KB DPU-01 core latency for 1, 2, and 4 threads 1
09:45, 6 April 2021 DPU-00 core latency for 1-2-4 threads.png (file) 22 KB DPU-00 core latency for 1, 2, and 4 threads 1
09:25, 6 April 2021 DPU throughput for 1-2-4 threads.png (file) 20 KB DPU throughput for 1, 2, and 4 threads 1
09:19, 6 April 2021 Pre and post quantization accuracy.png (file) 23 KB Pre and post quantization accuracy 1
09:14, 6 April 2021 DPU Kernel total tensor count.png (file) 14 KB DPU Kernel total tensor count 1
09:11, 6 April 2021 DPU Kernel parameters size.png (file) 14 KB DPU Kernel parameters size 1
20:11, 5 April 2021 Samples per class in Microscope and DSLR subsets.png (file) 20 KB FICS-PCB dataset, image samples per class in Microscope and DSLR subsets 1
20:10, 5 April 2021 FICS-PCB samples.png (file) 241 KB FICS-PCB dataset image samples 1
20:00, 5 April 2021 Inception resnet v2 DPU latency.png (file) 16 KB DPU latency of Inception ResNet V2 model for 1, 2, and 4 threads 1
19:59, 5 April 2021 Inception resnet v2 cores utilization.png (file) 17 KB Utilization of CPU and DPU cores of Inception ResNet V2 model for 1, 2, and 4 threads 1
19:59, 5 April 2021 Inception resnet v1 DPU latency.png (file) 15 KB DPU latency of Inception ResNet V1 model for 1, 2, and 4 threads 1
19:58, 5 April 2021 Inception resnet v1 cores utilization.png (file) 17 KB Utilization of CPU and DPU cores of Inception ResNet V1 model for 1, 2, and 4 threads 1
19:58, 5 April 2021 Inception v4 DPU latency.png (file) 16 KB DPU latency of InceptionV4 model for 1, 2, and 4 threads 1
19:58, 5 April 2021 Inception v4 cores utilization.png (file) 16 KB Utilization of CPU and DPU cores of InceptionV4 model for 1, 2, and 4 threads 1
19:48, 5 April 2021 Resnet152 DPU latency.png (file) 16 KB DPU latency of ResNet152 model for 1, 2, and 4 threads 1
19:48, 5 April 2021 Resnet152 cores utilization.png (file) 16 KB Utilization of CPU and DPU cores of ResNet152 model for 1, 2, and 4 threads 1
19:46, 5 April 2021 Resnet101 DPU latency.png (file) 15 KB DPU latency of ResNet152 model for 1, 2, and 4 threads 1
19:46, 5 April 2021 Resnet101 cores utilization.png (file) 16 KB Utilization of CPU and DPU cores of ResNet101 model for 1, 2, and 4 threads 1
19:37, 5 April 2021 Resnet50 DPU latency.png (file) 15 KB DPU latency of ResNet50 model for 1, 2, and 4 threads 1
19:37, 5 April 2021 Resnet50 cores utilization.png (file) 16 KB Utilization of CPU and DPU cores of ResNet50 model for 1, 2, and 4 threads 1
16:10, 5 April 2021 Inception ResNet V2 train and validation loss.png (file) 52 KB   2
16:10, 5 April 2021 Inception ResNet V2 train and validation accuracy.png (file) 50 KB   2
16:09, 5 April 2021 Inception ResNet V1 train and validation loss.png (file) 56 KB   2
16:08, 5 April 2021 Inception ResNet V1 train and validation accuracy.png (file) 52 KB   2
15:21, 5 April 2021 InceptionV4 train and validation loss.png (file) 57 KB   2
15:20, 5 April 2021 InceptionV4 train and validation accuracy.png (file) 55 KB   2
15:00, 5 April 2021 Resnet152 train and validation loss.png (file) 54 KB   2
15:00, 5 April 2021 Resnet152 train and validation accuracy.png (file) 52 KB   2
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