Duplicate from allenai/Molmo2-VideoPoint

Co-authored-by: Zixian Ma <zixianma02@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,60 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,64 @@
+---
+dataset_info:
+  features:
+  - name: video_id
+    dtype: string
+  - name: question
+    dtype: string
+  - name: label
+    dtype: string
+  - name: count
+    dtype: int64
+  - name: two_fps_timestamps
+    sequence: float64
+  - name: points
+    list:
+      list:
+      - name: x
+        dtype: float64
+      - name: y
+        dtype: float64
+  - name: raw_frames
+    sequence: int64
+  - name: raw_timestamps
+    sequence: float64
+  - name: annotator_unsure
+    dtype: bool
+  - name: category
+    dtype: string
+  - name: video_duration
+    dtype: float64
+  - name: video_source
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 211519152
+    num_examples: 658340
+  download_size: 78226518
+  dataset_size: 211519152
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+---
+
+# Molmo2-VideoPoint
+Molmo2-VideoPoint is a dataset of video pointing data collected from human annotators.
+It can be used to fine-tune vision-language models for video grounding by pointing. 
+
+Molmo2-VideoPoint is part of the [Molmo2 dataset collection](https://huggingface.co/collections/allenai/molmo2) and was used to train the Molmo2 family of models.
+
+Quick links:
+- 📃 [Paper]()
+- 🎥 [Blog with Videos]()
+
+
+## Data Format
+- Video source: There are three video sources: `youtube`, `generated` and `MammalNet`. For YouTube videos, you need to download them by their IDs. For generated videos, you can find them in the `generated_videos/` folder. For videos from MammalNet, you can download them following the instructions in their Github repo [here](https://github.com/Vision-CAIR/MammalNet?tab=readme-ov-file#dataset-download). 
+- Raw vs. 2FPS videos: We re-encoded all raw videos into 2FPS and annotated the 2FPS videos. You can find the `raw_frames` and `raw_timestamps` we extracted from the original videos, and the `two_fps_timestamps` we used in model training. 
+- Points: Each entry in `points` is a list of lists of 2D coordinates, where `points[i]` corresponds to a list of 2D points for `timestamps[i]`.
+- Annotator unsure: This column records whether the annotator was unsure about their annotation. During model training, we used only the examples they marked sure (i.e.`annotator_unsure==false`) by default. 
+
+## License
+This dataset is licensed by ODC-BY-1.0. It is intended for research and educational use in accordance with Ai2's [Responsible Use Guidelines](https://allenai.org/responsible-use).

data/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31ba4d394192fc4d1898bd03e57bbfe4f3cd7a4ab4dac0c879f74a928644f0c2
+size 78226518

data/val-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce9baa0abed34d4f963902a6a71bb7e218951e2d9eda7f88b247b981157a15c6
+size 250930