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De Jun Huang
For the purpose of systematic learning, I will write down my daily learning notes on data science and machine learning
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De Jun Huang
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dejunhuang
Jun 28, 2021
Learning Day 71: Image captioning
Image captioning
Vision → Language
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De Jun Huang
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dejunhuang
Jun 25, 2021
Learning Day 70: 3D U-Net with 3D convolution layers, V-Net, DenseNet, FC-DenseNet
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De Jun Huang
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dejunhuang
Jun 24, 2021
Learning Day 69: Image segmentation for biomedical applications — U-Net
U-Net
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De Jun Huang
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dejunhuang
Jun 23, 2021
Learning Day 68: Semantic segmentation 2 — DeepLab, atrous/dilated convolution
Background
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De Jun Huang
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dejunhuang
Jun 22, 2021
Learning Day 67: Semantic segmentation 1 — FCN; Deconvolution
Image segmentation
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De Jun Huang
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dejunhuang
Jun 20, 2021
Learning Day 66: Object detection 5 — YOLO v1, v2 and v3
YOLO v1 (You Only Look Once)
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De Jun Huang
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dejunhuang
Jun 19, 2021
Learning Day 65: Object detection 4 — R-FCN
Past models
R-CNN
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De Jun Huang
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dejunhuang
Jun 18, 2021
Learning Day 64: Object detection 3 — Fast R-CNN and Faster R-CNN
Fast R-CNN
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De Jun Huang
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dejunhuang
Jun 17, 2021
Learning Day 63: Object detection 2— SPP-Net
SPP-Net
Improve on the drawbacks of R-CNN: slow…
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De Jun Huang
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dejunhuang
Jun 16, 2021
Learning Day 62: Object detection — R-CNN
Object detection
Detect an object + identify what…
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dejunhuang
For the purpose of systematic learning, I will write down my daily learning notes on data science and machine learning
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