Text · dataset · 2022
CLIP-Kinetics700
Listed in Hugging Face Datasets
Dataset Card for CLIP-Kinetics70 Dataset Description Dataset
Description
Summary
CLIP-Kinetics700 is a compressed version of the Kinetics700 dataset using OpenAI's CLIP model. The original dataset is ~700 GB making it difficult to use and hold in memory on one machine. By downsampling each video to 1 FPS and encoding the frames using CLIP we we're able to compress the dataset to ~8 GB making it very memory-friendly and easy to use.
Read the rest (1 more)
Dataset Preprocessing… See the full description on the dataset page: huggingface.co/datasets/iejMac/CLIP-Kinetics700.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/iejMac/CLIP-Kinetics700 ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/iejMac/CLIP-Kinetics700 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- feature extraction · text · zero shot classification
- From keywords
- Computer Science & AI
- Inferred from text
- Video 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | iejMac/CLIP-Kinetics700 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:feature-extraction | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:zero-shot-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |