A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning

14 Sep 2016T. Nathan MundhenkGoran KonjevodWesam A. SaklaKofi Boakye

We have created a large diverse set of cars from overhead images, which are useful for training a deep learner to binary classify, detect and count them. The dataset and all related material will be made publically available... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK SOURCE PAPER COMPARE
Object Counting CARPK One-Look Regression (2016) MAE 21.88 # 3
RMSE 36.73 # 5