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Part 1 (2019)
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I’ve made a bird classification hosted on huggingface
using a dataset from BIRDS 450 SPECIES- IMAGE CLASSIFICATION dataset, and here’s the repo, This project is a reference from Tanishq Abraham’s blog(gradio). The model i trained

3 Likes
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Hi, beginner DL student here. I fine-tuned the resnet18 presented in lesson 1 to create a penguin species classifier! To make a first quick experiment, currently i fine-tuned the model to recognize:

  • emperor penguins (my favorite)
  • little penguins
  • erected-crested penguins
  • gentoo penguins

Side notes:

  • I fine-tuned for 5 epochs instead of 3, and I saw little sign of overfitting sometimes (validation loss started to increase)
  • to maximize the number of photos, I also tried different queries, adding for example “photo” or “image”.

Link to the notebook: here

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Pretty challenging to differentiate specially to a newbie.

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And you don’t have a concertina yet. Let me find one for you.

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I completed my Chapter 2 and make model and application to recognize Male or Female Human by giving face, sharing My work:
model_creation
app_development