Surgical Video datasets
17 datasets · 204,425 samples · 1490.2 GB total - this page indexes every EyeDataHub resource tagged as containing surgical_video data. A resource can appear on more than one modality page.
| Name | Full name | Samples | Size | License | Backend |
|---|---|---|---|---|---|
ophora | Ophora-160K: Ophthalmic Surgical Video Instruction Dataset | 160,185 | 500.0 GB | unknown | HuggingFace Hub |
lmod_plus | LMOD+ Multimodal Ophthalmology Benchmark | 32,633 | Not reported | unknown | Manual (upstream-gated) |
cadis | CaDIS: Cataract Dataset for Image Segmentation | 4,670 | 15.0 GB | research-only | Manual (upstream-gated) |
cataract_lmm | Cataract-LMM: Large-Scale Multi-Source Multi-Task Cataract Surgery Benchmark | 3,000 | 200.0 GB | cc-by-nc-nd | HuggingFace Hub |
ophnet2024 | OphNet2024: Ophthalmic Surgical Video Dataset | 2,278 | 583.0 GB | cc-by-nc-sa | HuggingFace Hub |
cataract1k | Cataract-1K: Large-Scale Cataract Surgery Video Dataset | 1,000 | 50.0 GB | research-only | Manual (upstream-gated) |
migs_video | Multicenter Fine-Annotated MIGS Surgical Video Dataset | 186 | 10.2 GB | cc-by | Zenodo |
sics155 | SICS-155 Small Incision Cataract Surgery Videos | 155 | 30.0 GB | cc-by-nc | Zenodo |
cataract_101 | Cataract-101: 101 Cataract Surgery Videos with Phase Annotations | 101 | 25.0 GB | research-only | Manual (upstream-gated) |
cataract101_extended_labels | Cataract-101 Extended Labels | 101 | 0.0 GB | cc-by | Zenodo |
cataracts2017 | CATARACTS 2017: Surgical Tool Detection Challenge | 50 | 50.0 GB | cc-by | Manual (upstream-gated) |
fovea | FOVEA: Pre/Intra-Operative Fundus + Biomicroscopy | 40 | 4.0 GB | cc-by | Figshare |
dryad_retinal_vein_cannulation | Autonomous Retinal Vein Cannulation Data and Code | 26 | 7.5 GB | cc0 | Dryad |
insegcat | InSegCat: Instance Segmentation for Cataract Surgery | Not reported | 10.0 GB | research-only | Manual (upstream-gated) |
lmod_cataract_1k | LMOD-Cataract-1K | Not reported | 2.0 GB | cc-by | HuggingFace Hub |
lmod_cataract_1k_cot | Cataract-1K Surgical Analysis Chain-of-Thought Dataset | Not reported | 1.0 GB | mit | HuggingFace Hub |
dryad_subretinal_robot | Head-Mounted Robot Subretinal Injection Dataset | Not reported | 2.5 GB | cc0 | Dryad |