This Repo trys to compose a series of tutorials on deep learning using current SOTA (State-Of-The-Art) models.
- Semantic Segmentation
- 【SOTA】 DeepLabv3+ (Xception-JFT)
- DeepLabv3
- 【BASE】Atrous Convolution (Dilated Conv)
- Atrous Spatial Pyramid Pooling (ASPP) with Batch Normalization
- Encoder-Decoder Structure [21,22]
- Xception model [26]
- DeepLabv3
- 【SOTA】 DeepLabv3+ (Xception-JFT)