Rajneesh-Tiwari / Av_got_deeplearning
AV datahack on deep learning CV
Stars: ✭ 12
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AV_GOT_DeepLearning
AV datahack on deep learning CV
The repo includes most models tried on AV Computer vision hackathon. Pointers:
- Fastai significantly out performs pure pytorch based models
- Around 30 different models were tried mainly from Cadene's pretrained repo, DenseNet, SENET, polynet,Inception variations,ResNets, Resnets with BAM, and some variations of pretrained EfficientNet
- Focal loss works best for training instead of CrossEntropy loss
Final Standing: Public LB: 5th, Private LB: 7th
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