README.md

---
title: lol_highlight_detection
emoji: 🐳
sdk: docker
app_port: 8765
pinned: false
---

# lol_highlight_detection
League of Legend Highlight Detection

## Running project

1. Use `devcontainer`, should be automatic
2. Use `conda`/`mamba` and install `env.yml`, simple enough!
3. `solara run sol_app.py`

## Presentation

slides.google.com

## Resources:

1. Fast.AI - https://docs.fast.ai/tutorial.image_sequence.html
2. TIMM/HF - https://github.com/huggingface/pytorch-image-models
3. HF/ViT - see `video_classification.ipynb`
4. VideoMAE - https://huggingface.co/docs/transformers/model_doc/videomae
5. Keras - https://keras.io/examples/vision/video_classification/ (keras-core??)
6. TF - https://www.tensorflow.org/tutorials/video/video_classification
7. Papers - https://paperswithcode.com/search?q_meta=&q_type=&q=videomae
8. Hiera - https://github.com/facebookresearch/hiera