Surgical Video datasets
16 datasets; 16 with a primary reported quantity; 1480.2 GB total - this page indexes every EyeDataHub resource tagged as containing surgical_video data. A resource can appear on more than one modality page. Primary quantities retain their source-reported units and are not summed here.
| Name | Full name | Primary quantity | Size | License | Backend |
|---|---|---|---|---|---|
ophora | Ophora-160K: Ophthalmic Surgical Video Instruction Dataset | 162,185 video clip instruction pairs | 500.0 GB | unknown | HuggingFace Hub |
lmod_plus | LMOD+ Multimodal Ophthalmology Benchmark | 32,633 annotated instances | Not reported | unknown | Manual (upstream-gated) |
insegcat | InSegCat: Instance Segmentation for Cataract Surgery | 5,581 annotated images | 10.0 GB | research-only | Manual (upstream-gated) |
cadis | CaDIS: Cataract Dataset for Image Segmentation | 4,670 images | 15.0 GB | research-only | Manual (upstream-gated) |
cataract_lmm | Cataract-LMM: Large-Scale Multi-Source Multi-Task Cataract Surgery Benchmark | 3,000 videos | 200.0 GB | cc-by-nc-nd | HuggingFace Hub |
ophnet2024 | OphNet2024: Ophthalmic Surgical Video Dataset | 2,278 videos | 583.0 GB | cc-by-nc-sa | HuggingFace Hub |
lmod_cataract_1k | LMOD-Cataract-1K | 2,256 images | 2.0 GB | cc-by | HuggingFace Hub |
lmod_cataract_1k_cot | Cataract-1K Surgical Analysis Chain-of-Thought Dataset | 2,256 images | 1.0 GB | mit | HuggingFace Hub |
cataract1k | Cataract-1K: Large-Scale Cataract Surgery Video Dataset | 1,000 videos | 50.0 GB | research-only | Manual (upstream-gated) |
migs_video | Multicenter Fine-Annotated MIGS Surgical Video Dataset | 186 videos | 10.2 GB | cc-by | Zenodo |
sics155 | SICS-155 Small Incision Cataract Surgery Videos | 155 videos | 30.0 GB | cc-by-nc | Zenodo |
cataract_101 | Cataract-101: 101 Cataract Surgery Videos with Phase Annotations | 101 videos | 25.0 GB | research-only | Manual (upstream-gated) |
cataract101_extended_labels | Cataract-101 Extended Labels | 101 videos | 0.0 GB | cc-by | Zenodo |
itec_iris_pupil | ITEC Iris and Pupil Segmentation Dataset | 82 frames | Not reported | unknown | Manual (upstream-gated) |
cataracts2017 | CATARACTS 2017: Surgical Tool Detection Challenge | 50 videos | 50.0 GB | cc-by | Manual (upstream-gated) |
fovea | FOVEA: Pre/Intra-Operative Fundus + Biomicroscopy | 40 participants | 4.0 GB | cc-by | Figshare |