|
|
--- |
|
|
task_categories: |
|
|
- image-classification |
|
|
size_categories: |
|
|
- 10K<n<100K |
|
|
--- |
|
|
# Training Datasets and Model Weights for CPSC 5800 Final Project |
|
|
|
|
|
Project repository: https://github.com/rohanphanse/CPSC5800-Final |
|
|
|
|
|
We provide all training datasets created in Step 1 and weights for the YOLO and ResNet models trained during Steps 2-4 in our Hugging Face repository: https://huggingface.co/datasets/rohanphanse/cpsc5800-hand-detection |
|
|
|
|
|
```sh |
|
|
# Recommended: download dataset using git-xet (https://hf.co/docs/hub/git-xet) |
|
|
brew install git-xet |
|
|
git xet install |
|
|
|
|
|
# Download datasets (~25 GB in total, ~50 GB via git clone) and move the repository contents to the top level of your directory |
|
|
git clone --depth=1 https://huggingface.co/datasets/rohanphanse/cpsc5800-hand-detection |
|
|
# Optional: delete the unnecessary .git folder (~25 GB) before moving the repository contents out |
|
|
# rm -rf cpsc5800-hand-detection/.git |
|
|
|
|
|
# To avoid duplicate uploads, the HaGRIDv2 data (already in /yolo_hand) isn't included in /yolo_open_closed_hand |
|
|
# Run this script to copy it over |
|
|
python3 copy_over_hagridv2.py |
|
|
``` |
