[Retracted] Identifying Animals in Camera Trap Images via Neural Architecture Search

Table 1

Search comparison.

Method	Para. (M)^†	Test (sec.)^†	GPU (MB)^†	Time (GPU days)
NASRT (ours)	2.49	0.17	10.42	0.27 ^†
Resnet-18 [46]	11.19	0.01	44.81	Manual
DenseNet [47]	6.98	0.08	28.35	Manual
MobileNet-v2 [48]	2.25	0.05	9.23	Manual
PDARTS [24]	3.44	0.25	14.50	0.81^†
SGAS [44]	4.42	0.27	18.54	0.97^†
SETN [26]	4.63	0.27	19.31	1.08^†
PNASNet [24]	4.28	0.17	17.53	225.00^‡
MnasNet [45]	3.13	0.03	12.75	480.00^‡
NASNet-A [22]	3.25	0.25	13.79	1800.00^‡

^†Obtained through our software or hardware or both; ^‡cited from works of literature.