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vpulab / Semantic-Aware-Scene-Recognition

Code repository for paper https://www.sciencedirect.com/science/article/pii/S0031320320300613 @ Pattern Recognition 2020
MIT License
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download dataset #8

Closed piaohe111 closed 4 years ago

piaohe111 commented 4 years ago

I can not download the dataset such as ADE20K , could you check that problem ? I am in China .Thank you very much !

piaohe111 commented 4 years ago

Sorry,I didn't finish reading the documentation.Now I can use sh file to download the dataset. the another queston is what does the semantic_score mean,if it is prob predicted by semantic network, the sum of its value must be 1,but I see there is a sample whose semantic_score is [0.0,0.0,0.392],I do not know what this value mean .hope to get your reply !

alexlopezcifuentes commented 4 years ago

Those values are indeed semantic probabilities obtained by the semantic network. However, in the proposed method only the Top 3 semantic predictions are used (the actual model retrieves 150 semantic classes). That's why those 3 scores do not sum up to 1.

The paper contains further information about this.