Wadhwani AI Bollworm Counting Challenge
Can you improve a pest control app by counting the number of bollworm moths per image?
Prize
€15 000 EUR
Time
9 days to go
Participants
128 active · 673 enrolled
Helping
India
Intermediate
Computer Vision
Classification
Agriculture
CV LB thread
Data · 1 Nov 2022, 11:01 · 9

CV : 2.63

LB : 1.539833531

Discussion 9 answers

CV: 1.84

LB: 2.126634958

What Cv strategy do to use ?

Just a baseline fastai image regression model with

fit_one_cycle(), EarlyStoppingCallback etc with only 2kfold to test run for now.

@mithilsalumkhe what approach are you using

- object detection?

- image regression?

Update

CV : 2.53

LB 1.368608799

SKF 5 fold

hey, is it mse loss?, because I get 130 ~ 140 mse loss. Finally, when you report LB score is the average predictions of your 5 folds or retraining model using all data?.

MSE loss is not the metric for this comp, the metric for this comp is MAE loss. Yes i submit preds of 5 fold