—  Articial Intelligence  @2014  @2017  @2020   |   #[30,35]  #14  @1994  Intelligence Artificielle  —


artificial intelligence word cloud  artificial intelligence word cloud


Contest warmup

#0 Multi-class text classification
#30

Analytics ranking@2020-12


#11 / 20K
Timeseries analysis
#(this=35)  #31  #18
 
TOP 2%
#29X / 15.5K
Binary text classification
 
TOP 5%
#30X / 6K
Binary text classification
 
TOP 7%
#2.5K / 40K
Float prediction
 
TOP 5%
#3.6K / 65K
Blitz contest
3 tries
Binary prediction
 

#15 / 3K
Object detection
@1996
Panini card detector @2020
 

#28 / 8K
Sound classification
 
TOP 2%
#35X / 22.5K
Float prediction

State of the art @2020

artificial intelligence state of the art 2020  artificial intelligence wordcloud
artificial intelligence state of the art 2020  artificial intelligence wordcloud

CPU highlights

  

total_bbox = 5675, rewritten_bbox = 0.017621 %
7: 1811.035645, 1813.825928 avg loss, 0.000000 rate, 2220.147147 seconds, 224 images, 2650.760109 hours left
Loaded: 0.001869 seconds
v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 139 Avg (IOU: 0.000000), count: 1, total_loss = 3964.939209
v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 150 Avg (IOU: 0.308241), count: 20, total_loss = 1202.815796
v3 (iou loss, Normalizer: (iou: 0.07, obj: 1.00, cls: 1.00) Region 161 Avg (IOU: 0.360890), count: 12, total_loss = 256.601501