number-of-peacocks-automation

The number of peacocks present in a given audio clip is being identified, Model's accuracy has been improved using

1.Different structure of MLP having Multiple task Learning done.

2.Using Different loss functions and accuracy metrics.

3.Using class weights to account for imbalance.

4.Sampling techniques.

Results improved and are included, given more data corresponding to different classes this model would perform better than now.

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
README.md		README.md
btp_post_1.ipynb		btp_post_1.ipynb
btp_post_1_f1loss.ipynb		btp_post_1_f1loss.ipynb
copy_btp_post_1.ipynb		copy_btp_post_1.ipynb
copy_btp_post_1_2.ipynb		copy_btp_post_1_2.ipynb
inference.ipynb		inference.ipynb
model_latest.ipynb		model_latest.ipynb
new.ipynb		new.ipynb

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