Upload from Ropedia Academy

README.md

@@ -0,0 +1,43 @@
+---
+license: mit
+tags:
+- ropedia-academy
+- advanced
+- todo
+- track-a
+- track-d
+---
+
+# SAM 2 — video segmentation  🚧 placeholder
+
+> **Status — not trained yet.** This is a *documented placeholder* for an advanced, GPU-heavy pipeline from **[Ropedia Academy](https://chaoyue0307.github.io/ropedia-academy/)**. The checkpoint, metrics and plots are **TODO** — train it on a GPU (link below) and the weights + a full results card land here.
+
+Click an object on frame 0; SAM 2 tracks its mask through the whole clip.
+
+| | |
+|---|---|
+| **Task** | promptable video object segmentation |
+| **Built on** | [facebookresearch/sam2](https://github.com/facebookresearch/sam2) |
+| **Track** | C · Egocentric vision |
+| **Notebook** | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ChaoYue0307/ropedia-academy/blob/main/notebooks/advanced/C_sam2_video_segmentation.ipynb) |
+| **Compute / storage / time** | see the *Compute · storage · time* table inside the notebook (GPU required) |
+
+## How to fill this repo
+1. Open the [notebook in Colab](https://colab.research.google.com/github/ChaoYue0307/ropedia-academy/blob/main/notebooks/advanced/C_sam2_video_segmentation.ipynb) → **Runtime → GPU → Run all** (trains/runs the real pipeline).
+2. Run its **Publish to the Hugging Face Hub** step (or `HfApi().upload_folder(...)`) to push the checkpoint + metrics + plots here, replacing this placeholder.
+
+## TODO
+- [ ] Train / run on a GPU (see the notebook)
+- [ ] Upload the checkpoint / adapter weights
+- [ ] Add `metrics.json` (loss / eval history)
+- [ ] Add result figures & sample outputs
+- [ ] Replace this placeholder card with the real results
+
+## Results
+_TODO — add final metrics and plots after training. (Placeholder.)_
+
+## Links to tracks A–D
+Relates to: **A · D** — see the *How this links to tracks A–D* note in the notebook.
+
+---
+*Placeholder in the [Ropedia Academy](https://chaoyue0307.github.io/ropedia-academy/) trained-model collection. Browse all labs in the [Labs tab](https://chaoyue0307.github.io/ropedia-academy/labs).*

metrics.todo.json

@@ -0,0 +1,10 @@
+{
+  "status": "placeholder",
+  "trained": false,
+  "todo": [
+    "train on GPU",
+    "upload checkpoint",
+    "add metrics.json",
+    "add figures"
+  ]
+}