Datasets:

TheBug95
/

MM-ODIR-129

+test/1209_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1209_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1209_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1215_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1215_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1215_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1215_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1215_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1215_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1220_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1220_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1220_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1222_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1222_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1222_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1239_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1239_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1239_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1239_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1239_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1239_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1262_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1262_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1262_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1262_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1307_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1334_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1334_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1334_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1362_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1362_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1362_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1393_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1440_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1440_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1440_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1440_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1440_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1440_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1473_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1473_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1473_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/1494_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/1959_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/1959_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+test/1959_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+test/2759_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/2775_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/3066_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/3086_left.jpg filter=lfs diff=lfs merge=lfs -text
+test/3102_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/3231_right.jpg filter=lfs diff=lfs merge=lfs -text
+test/3354_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1209_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1209_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1209_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1220_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1220_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1220_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1222_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1222_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1222_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1229_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1231_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1231_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1231_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1231_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1231_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1231_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1232_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1232_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1246_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1246_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1246_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1247_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1247_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1247_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1248_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1248_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1248_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1258_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1258_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1258_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1258_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1258_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1265_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1265_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1269_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1269_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1269_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1281_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1281_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1281_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1294_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1294_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1294_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1294_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1294_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1294_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1307_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1307_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1307_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1334_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1334_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1334_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1362_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1362_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1362_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1365_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1365_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1365_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1371_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1371_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1371_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1388_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1388_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1388_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1428_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1428_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1428_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1434_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1434_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1434_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1434_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1434_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1434_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1439_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1439_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1439_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1439_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1469_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1473_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1473_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1473_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1475_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1475_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1475_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1477_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1477_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1477_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1477_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1477_right_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1477_right_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1482_left.jpg filter=lfs diff=lfs merge=lfs -text
+train/1482_left_cup.npy filter=lfs diff=lfs merge=lfs -text
+train/1482_left_disc.npy filter=lfs diff=lfs merge=lfs -text
+train/1482_right.jpg filter=lfs diff=lfs merge=lfs -text
+train/1482_right_cup.npy filter=lfs diff=lfs merge=lfs -text

README.md ADDED Viewed

	@@ -0,0 +1,265 @@

+---
+language:
+  - en
+  - es
+tags:
+  - medical-imaging
+  - ophthalmology
+  - fundus-photography
+  - glaucoma
+  - optic-disc
+  - segmentation
+  - image-classification
+  - multimodal
+license: mit
+size_categories:
+  - n<1K
+task_categories:
+  - image-classification
+  - image-segmentation
+  - text-generation
+multilinguality:
+  - monolingual
+pretty_name: MM-ODIR-129
+---
+# MM-ODIR-129: Multi-Modal Optic Disc Image Dataset
+**MM-ODIR-129** is a curated fundus photography dataset of 129 optic-disc-centered retinal images, designed for glaucoma detection, optic-disc/cup segmentation, and multimodal research that combines medical imaging with clinical textual descriptions. Each image is annotated by ophthalmologists with a binary diagnosis (`Normal` / `Pathological`) and, when pathological, graded for seven glaucomatous signs. A subset of 69 pathological images includes pixel-level optic cup and optic disc masks.
+> **Disclaimer:** This dataset is intended for research and educational purposes only. It is **not** a medical device and must not be used for clinical diagnosis or treatment decisions without appropriate validation and regulatory approval.
+---
+## Dataset Overview
+| Property | Value |
+|----------|-------|
+| **Total images** | 129 |
+| **Image modality** | Color fundus photography (optic disc centered) |
+| **Image size** | 2048 × 1536 pixels (RGB) |
+| **Masks** | Binary optic-cup and optic-disc masks (PNG + NumPy `.npy`) |
+| **Diagnosis labels** | `Normal`, `Pathological` |
+| **Primary condition** | Glaucoma (for pathological cases) |
+| **Splits** | `train`: 77, `validation`: 26, `test`: 26 |
+---
+## Split Distribution
+| Split | Total | Normal | Pathological |
+|-------|-------|--------|--------------|
+| `train` | 77 | 36 | 41 |
+| `validation` | 26 | 12 | 14 |
+| `test` | 26 | 12 | 14 |
+| **Total** | **129** | **60** | **69** |
+---
+## File Structure
+```
+MM-ODIR-129/
+├── annotations.json      # Full clinical annotations for all 129 images
+├── split.json            # Train / validation / test partition
+├── train/                # Training split files
+│   ├── <id>_<side>.jpg           # Fundus image
+│   ├── <id>_<side>_cup.png       # Optic cup mask (PNG)
+│   ├── <id>_<side>_cup.npy       # Optic cup mask (NumPy)
+│   ├── <id>_<side>_disc.png      # Optic disc mask (PNG)
+│   └── <id>_<side>_disc.npy      # Optic disc mask (NumPy)
+├── validation/           # Validation split files (same naming)
+└── test/                 # Test split files (same naming)
+```
+### Naming Convention
+Files are named as `{patient_id}_{eye}.jpg`, where `{eye}` is `left` or `right`.
+Masks append `_cup` or `_disc` before the extension.
+---
+## Annotations (`annotations.json`)
+Each entry is a JSON object with the following fields:
+| Field | Description |
+|-------|-------------|
+| `id` | Internal annotation identifier |
+| `image_filename` | Filename of the fundus image |
+| `label` | Binary label: `Normal` or `Pathological` |
+| `transcription` | Free-text clinical description written by the annotating ophthalmologist |
+| `locs_data` | Structured clinical findings (see below) |
+### `locs_data.glaucoma` Grading
+For pathological cases, seven structural signs of glaucoma are scored. Each sign is a single-select ordinal variable. Higher scores indicate greater abnormality or severity. The definitions below are the ones used during annotation.
+#### 1. Cup-to-Disc Ratio (CDR) — `cup_to_disc_ratio`
+| Score | Definition |
+|-------|------------|
+| `0` | ≤ 0.3 (normal) |
+| `1` | 0.4 – 0.5 (borderline) |
+| `2` | 0.6 – 0.7 (suspicious) |
+| `3` | 0.8 – 0.9 (advanced cupping) |
+| `4` | 1.0 (total cupping) |
+#### 2. Neuroretinal Rim — `neuroretinal_rim`
+| Score | Definition |
+|-------|------------|
+| `0` | Normal (ISNT rule preserved: Inferior ≥ Superior ≥ Nasal ≥ Temporal) |
+| `1` | ISNT rule violation (thinning not following normal pattern) |
+| `2` | Focal notching (localized rim loss) |
+| `3` | Diffuse thinning |
+| `4` | Near-total or total rim loss |
+#### 3. Disc Hemorrhage (Drance Hemorrhage) — `disc_hemorrhage`
+| Score | Definition |
+|-------|------------|
+| `0` | None |
+| `1` | Present (splinter hemorrhage at or near disc margin) |
+#### 4. Peripapillary Atrophy (PPA) — `peripapillary_atrophy`
+| Score | Definition |
+|-------|------------|
+| `0` | None |
+| `1` | Beta-zone PPA only (atrophy with visible sclera/choroidal vessels) |
+| `2` | Large or progressive beta-zone PPA |
+#### 5. Retinal Nerve Fiber Layer (RNFL) Defect — `rnfl_defect`
+| Score | Definition |
+|-------|------------|
+| `0` | No visible RNFL defect |
+| `1` | Wedge-shaped RNFL defect (localized) |
+| `2` | Diffuse RNFL thinning |
+| `3` | Both wedge defect and diffuse thinning |
+#### 6. Optic Disc Pallor — `disc_pallor`
+| Score | Definition |
+|-------|------------|
+| `0` | Normal color |
+| `1` | Mild pallor |
+| `2` | Significant pallor (consider other optic neuropathies) |
+#### 7. Vessel Changes — `vessel_changes`
+| Score | Definition |
+|-------|------------|
+| `0` | Normal vessel pattern |
+| `1` | Bayoneting (vessels deflect at rim edge) |
+| `2` | Nasalization of vessels |
+| `3` | Both bayoneting and nasalization |
+> **Clinical note:** Glaucoma diagnosis from fundus photography alone has limitations. IOP measurement, visual field testing (perimetry), and OCT of the RNFL/ganglion cell layer are typically required for definitive diagnosis and staging. These labels capture structural findings visible on fundus images only.
+For `Normal` cases, `locs_data` is typically empty (`{}`), although a few records may contain `glaucoma` fields with all-zero or low scores.
+---
+## Masks
+- **PNG masks**: 8-bit grayscale (`L` mode), same spatial dimensions as the fundus image (2048 × 1536). Foreground pixels (`255`) denote the region of interest; background pixels (`0`) denote non-region.
+- **NumPy masks**: `(1536, 2048)` arrays of `uint8` values `{0, 1}`.
+- Masks are provided only for pathological images within each split.
+| Split | Images with masks |
+|-------|-------------------|
+| `train` | 41 |
+| `validation` | 14 |
+| `test` | 14 |
+---
+## Use Cases
+This dataset supports several research tasks:
+1. **Binary classification**: Predict `Normal` vs. `Pathological` from fundus images.
+2. **Multi-label grading**: Predict the seven glaucoma severity scores.
+3. **Optic disc / cup segmentation**: Segment the optic disc and cup from fundus images.
+4. **Multimodal learning**: Combine fundus images with clinical transcriptions for vision-language modeling.
+5. **Report generation**: Generate clinical descriptions from retinal images.
+---
+## Loading the Data with 🤗 Datasets
+If you upload this folder as a Hugging Face dataset repository, you can load it with:
+```python
+from datasets import load_dataset
+dataset = load_dataset("TheBug95/MM-ODIR-129")
+```
+For a custom loader that reads the JSON annotations and masks together, a minimal example is:
+```python
+import json
+from pathlib import Path
+from PIL import Image
+import numpy as np
+base = Path("MM-ODIR-129")
+with open(base / "annotations.json") as f:
+    annotations = {a["image_filename"]: a for a in json.load(f)}
+with open(base / "split.json") as f:
+    splits = json.load(f)
+for split, items in splits.items():
+    for ann in items:
+        img_name = ann["image_filename"]
+        stem = Path(img_name).stem
+        img = Image.open(base / split / img_name)
+        cup_path = base / split / f"{stem}_cup.png"
+        disc_path = base / split / f"{stem}_disc.png"
+        cup_mask = Image.open(cup_path) if cup_path.exists() else None
+        disc_mask = Image.open(disc_path) if disc_path.exists() else None
+        label = ann["label"]
+        transcription = ann.get("transcription", "")
+        glaucoma_scores = ann.get("locs_data", {}).get("glaucoma", {})
+```
+---
+## Citation
+If you use this dataset in your research, please cite it as:
+```bibtex
+@dataset{mm_odir_129,
+  title = {MM-ODIR-129: A Multi-Modal Optic Disc Dataset for Glaucoma Research},
+  year = {2026},
+  url = {https://huggingface.co/datasets/TheBug95/MM-ODIR-129}
+}
+```
+---
+## Acknowledgments
+The clinical annotations were provided by ophthalmologists from Costa Rica and include detailed free-text transcriptions describing the optic nerve head, neuroretinal rim, cup-to-disc ratio, retinal nerve fiber layer defects, and vascular changes.
+---
+## License
+This dataset is released under the MIT License.
+---
+## Limitations
+- The dataset is relatively small (129 images) and is best suited for proof-of-concept research, few-shot learning, or as a fine-tuning set for larger pre-trained models.
+- All pathological cases in this release are annotated as glaucoma; other optic neuropathies are not represented.
+- Patient metadata is not provided, so demographic analyses are not possible.

annotations.json ADDED Viewed

	@@ -0,0 +1,1813 @@

+[
+  {
+    "id": 267,
+    "image_filename": "1281_right.jpg",
+    "label": "Pathological",
+    "transcription": "This right eye fundus photography shows an optic nerve head that has important pallor, which makes it difficult to analize, the excavation looks like 0.7, with thinning of the inferior and superior portions, nasalization of vessels and bayoneting ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 2,
+        "disc_pallor": 2,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 270,
+    "image_filename": "1307_left.jpg",
+    "label": "Pathological",
+    "transcription": "Optic cup of 0.7, superotemporal neuroretinal rim thinning, superotemporal RNFL wedge defect",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 0
+      }
+    }
+  },
+  {
+    "id": 151,
+    "image_filename": "1209_right.jpg",
+    "label": "Pathological",
+    "transcription": "Clinical photograph of the right eye showing the optic nerve head with advanced cupping (C/D ratio ~0.9), neuroretinal rim loss, mild pallor, bayonetting of vessels with nasal displacement, and a generalized retinal nerve fiber layer defect.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 2,
+        "rnfl_defect": 2,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 252,
+    "image_filename": "1232_left.jpg",
+    "label": "Pathological",
+    "transcription": "Subtotal optic nerve cupping with mild pallor, nasalization of the vasculature, and vessel bayonetting. Additionally, peripapillary atrophy and diffuse RNFL loss were observed, consistent with advanced glaucomatous damage",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 4,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 2,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 168,
+    "image_filename": "1220_left.jpg",
+    "label": "Pathological",
+    "transcription": "Optic disc with mild increased cupping, with slight thinning of the neuroretinal rim, without optic disc hemorrhages",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 0,
+        "vessel_changes": 1
+      }
+    }
+  },
+  {
+    "id": 153,
+    "image_filename": "1218_right.jpg",
+    "label": "Pathological",
+    "transcription": "Clinical photograph of the right eye showing advanced cupping (C/D ratio ~0.8), a well-defined optic nerve head, mild pallor, visible lamina cribrosa, inferotemporal notching with wedge-shaped and diffuse retinal nerve fiber layer defects, and bayonetting of vessels with nasal displacement.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 3,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 154,
+    "image_filename": "1217_right.jpg",
+    "label": "Pathological",
+    "transcription": "Clinical photograph of the right eye, out of focus, showing moderate cupping (C/D ratio ~0.7), well-defined optic nerve head, apparent inferotemporal thinning of the neuroretinal rim, temporal peripapillary atrophy, and no evident retinal nerve fiber layer defects.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 0,
+        "vessel_changes": 0
+      }
+    }
+  },
+  {
+    "id": 293,
+    "image_filename": "2472_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.6, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 292,
+    "image_filename": "2472_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.4, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 340,
+    "image_filename": "2927_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.4, myelinization of RNFL, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 269,
+    "image_filename": "1294_right.jpg",
+    "label": "Pathological",
+    "transcription": "This right eye fundus photography has an 0.7 excavation, there is a localized defect of the RFNL ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 257,
+    "image_filename": "1247_right.jpg",
+    "label": "Pathological",
+    "transcription": "Excavation 0.8, diffuse thinning of the neuroretinal rim, bayonet vessels and nasalization of these, slightly pale optic disc",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 254,
+    "image_filename": "1247_left.jpg",
+    "label": "Pathological",
+    "transcription": "Excavation 0.8, diffuse thinning of the neuroretinal rim, bayonet vessels and nasalization of these, slightly pale optic disc",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 348,
+    "image_filename": "2470_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.5, diffuse peripapillary atrophy, normal macula, no vascular abnormalities, tessellated fundus appearance, myopic ",
+    "locs_data": {}
+  },
+  {
+    "id": 150,
+    "image_filename": "1209_left.jpg",
+    "label": "Pathological",
+    "transcription": "Clinical photograph of the left eye of poor quality; however, the optic nerve head is partially visible, showing advanced cupping (C/D ratio ~0.9), bayonetting of vessels, mild pallor, and a visible lamina cribrosa.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 244,
+    "image_filename": "1229_left.jpg",
+    "label": "Normal",
+    "transcription": "C-D ratio is 0.3, neuroretinal rim follows ISNT rule, the optic nerve head has normal color, vessels are slightly nasalized.",
+    "locs_data": {}
+  },
+  {
+    "id": 258,
+    "image_filename": "1248_left.jpg",
+    "label": "Pathological",
+    "transcription": "Excavation 0.8, diffuse thinning of the neuroretinal rim, bayonet vessels and nasalization of these, slightly pale optic disc, 360° peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 326,
+    "image_filename": "2759_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.6, normal macula, no vascular abnormalities ",
+    "locs_data": {}
+  },
+  {
+    "id": 242,
+    "image_filename": "1222_left.jpg",
+    "label": "Pathological",
+    "transcription": "The cup-to-disc ratio is 0.7, with a violation to ISNT rule; here, the inferior border is the thinnest. Peripapillar atrophy is present. The vessels have nasalization and there is bayoneting in the temporal inferior vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 243,
+    "image_filename": "1222_right.jpg",
+    "label": "Pathological",
+    "transcription": "This image has low light, the nerve can be visualized and the cup to disc ratio is 0.7,  there is nasalization of vessels and peripapillary atrophy ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 259,
+    "image_filename": "1248_right.jpg",
+    "label": "Pathological",
+    "transcription": "excavation 0.7, thinning of the inferior temporal neuroretinal rim, peripapillary atrophy in the beta zone, bayonet vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 0,
+        "vessel_changes": 1
+      }
+    }
+  },
+  {
+    "id": 260,
+    "image_filename": "1258_left.jpg",
+    "label": "Pathological",
+    "transcription": "exc 0.8, superior temporal thinning, bayonet vessels and nasalization thereof, pale optic nerve",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 2,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 246,
+    "image_filename": "1231_left.jpg",
+    "label": "Pathological",
+    "transcription": "This optic nerve head has a cup to disc ratio of 0.8, there is a splinter hemorrhage in the superior portion of the neuroretinal rim, which has diffuse thinning, there are wedge and generalized RNFL defect. The vessels have nasalization and bayoneting. ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 1,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 3,
+        "disc_pallor": 0,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 245,
+    "image_filename": "1229_right.jpg",
+    "label": "Pathological",
+    "transcription": "There is generalized thinning in the neuroretinal rim, the cup to disc ratio is 0.8. There is mild pallor in the optic nerve head, important nasalization of vessels.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 2,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 479,
+    "image_filename": "1487_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.8, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 298,
+    "image_filename": "3233_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, crescent- shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 247,
+    "image_filename": "1231_right.jpg",
+    "label": "Pathological",
+    "transcription": "This image has a cup to disc ratio of 0.7, there are diffuse RNFL defects. The neuroretinal rim has a notch defect in the inferior portion, it has a normal color, no splinter hemorrhages. \n",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 2,
+        "disc_pallor": 0,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 261,
+    "image_filename": "1258_right.jpg",
+    "label": "Pathological",
+    "transcription": "excavation 0.6, nasalization of vessels, superior thinning, peripapillary atrophy, significant pallor",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 2,
+        "rnfl_defect": 0,
+        "disc_pallor": 2,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 327,
+    "image_filename": "2759_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.6, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 299,
+    "image_filename": "3233_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a rigth eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 262,
+    "image_filename": "1265_left.jpg",
+    "label": "Pathological",
+    "transcription": "This left eye fundus photography demonstrates a optic nerve head with an 0.8 excavation, with peripapillary atrophy, the vessels are bayoneting and there's nasalization",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 2,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 311,
+    "image_filename": "3066_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.4, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 315,
+    "image_filename": "3031_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 263,
+    "image_filename": "1265_right.jpg",
+    "label": "Normal",
+    "transcription": "This right eye fundus photography has a normal excavation, with peripapillary atrophy ",
+    "locs_data": {
+      "conditions": [],
+      "glaucoma": {
+        "cup_to_disc_ratio": 0,
+        "neuroretinal_rim": 0,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 2,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 0
+      }
+    }
+  },
+  {
+    "id": 381,
+    "image_filename": "1334_right.jpg",
+    "label": "Pathological",
+    "transcription": "Optic nerve with a 0.8 cup-to-disc ratio, diffuse thinning of the neuroretinal rim, mild pallor of the optic disc, bayoneting and nasalization of the vessels.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 342,
+    "image_filename": "2554_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.4, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 301,
+    "image_filename": "3231_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.6, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 279,
+    "image_filename": "2400_left.jpg",
+    "label": "Normal",
+    "transcription": "Color fundus photography of a left eye, cup-to-disc ratio of 0.5, macula with no alterations, and no vascular abnormalities ",
+    "locs_data": {}
+  },
+  {
+    "id": 312,
+    "image_filename": "3045_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 313,
+    "image_filename": "3045_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 314,
+    "image_filename": "3031_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 339,
+    "image_filename": "2604_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, peripapillary atrophy,  normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 281,
+    "image_filename": "2410_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc raito of 0.3, normal macula, no vascular abnormalities ",
+    "locs_data": {}
+  },
+  {
+    "id": 382,
+    "image_filename": "1362_left.jpg",
+    "label": "Pathological",
+    "transcription": "Optic nerve with a 0.65 cup-to-disc ratio, good color, diffuse thinning of the inferior retinal nerve fiber layer, and bayoneting of the vessels.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 0,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 2,
+        "disc_pallor": 0,
+        "vessel_changes": 1
+      }
+    }
+  },
+  {
+    "id": 264,
+    "image_filename": "1271_left.jpg",
+    "label": "Pathological",
+    "transcription": "This is a bad quality photograph of the left eye fundus, the optic nerve head has a 0.8 excavation, there is nasalization of the vessels ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 344,
+    "image_filename": "2427_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 345,
+    "image_filename": "2427_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.4, peripapillary atrophy, normal macula, no vascular abnormalities, white spot over inferior temporal vascular arcade is an artifact ",
+    "locs_data": {}
+  },
+  {
+    "id": 351,
+    "image_filename": "3138_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 480,
+    "image_filename": "1491_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.7, thinning of the superior temporal neuroretinal rim coinciding with a wedge-shaped retinal nerve fiber layer defect",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 288,
+    "image_filename": "2423_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 289,
+    "image_filename": "2423_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 290,
+    "image_filename": "3354_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 481,
+    "image_filename": "1491_right.jpg",
+    "label": "Normal",
+    "transcription": "Cup-to-disc ratio 0.4, optic disc with well-defined margins and good color, preserved neuroretinal rim",
+    "locs_data": {}
+  },
+  {
+    "id": 291,
+    "image_filename": "3354_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 278,
+    "image_filename": "2370_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.4, with a crescent shaped temporal peripapillary atrophy",
+    "locs_data": {}
+  },
+  {
+    "id": 383,
+    "image_filename": "1362_right.jpg",
+    "label": "Pathological",
+    "transcription": "Optic nerve with a 0.8 cup-to-disc ratio, thinning of the inferior-temporal neuroretinal rim, a wedge defect in the retinal nerve fiber layer, mild pallor of the optic disc, as well as bayoneting and nasalization of the vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "neuroretinal_rim": 2,
+        "cup_to_disc_ratio": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 380,
+    "image_filename": "1334_left.jpg",
+    "label": "Pathological",
+    "transcription": "Optic nerve with a 0.8 cup-to-disc ratio, diffuse thinning of the neuroretinal rim, mild pallor of the optic disc, bayoneting and nasalization of the vessels.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 355,
+    "image_filename": "3352_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 393,
+    "image_filename": "1371_right.jpg",
+    "label": "Pathological",
+    "transcription": "This right eye fundus photography shows an optic nerve head that has a 0.5 excavation, with pallor and peripapillary atrophy, there's some nasalization of the vessels ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 1,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 2,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 394,
+    "image_filename": "1388_left.jpg",
+    "label": "Pathological",
+    "transcription": "This left eye fundus photography has a suspicious excavation of 0.7, however, the ISNT rule isn't violated. It shows some nasalization of the vessels, and there are some exudates close to the superior temporal arcade ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 0,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 304,
+    "image_filename": "3102_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.4, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 307,
+    "image_filename": "3098_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.6, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 305,
+    "image_filename": "3102_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.5, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 306,
+    "image_filename": "3098_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.5, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 397,
+    "image_filename": "1393_left.jpg",
+    "label": "Normal",
+    "transcription": "0.6 cup-to-disc ratio, preserved neuroretinal rim, optic disc of normal color",
+    "locs_data": {}
+  },
+  {
+    "id": 308,
+    "image_filename": "3086_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 309,
+    "image_filename": "3086_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 310,
+    "image_filename": "3066_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.4, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 320,
+    "image_filename": "2840_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.5, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 169,
+    "image_filename": "1220_right.jpg",
+    "label": "Pathological",
+    "transcription": "Optic disc with mild increased cupping, with slight thinning of the neuroretinal rim, without optic disc hemorrhages",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 0,
+        "vessel_changes": 1
+      }
+    }
+  },
+  {
+    "id": 322,
+    "image_filename": "2811_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities, there is a white spot over the inferior temporal vascular arcade that seems to be an artifact ",
+    "locs_data": {}
+  },
+  {
+    "id": 321,
+    "image_filename": "2840_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.5, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 323,
+    "image_filename": "2811_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 324,
+    "image_filename": "2775_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 325,
+    "image_filename": "2775_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.4, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 330,
+    "image_filename": "2738_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.4, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 300,
+    "image_filename": "3231_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.6, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 379,
+    "image_filename": "1307_right.jpg",
+    "label": "Normal",
+    "transcription": "Optic nerve with well-defined margins, preserved neuroretinal rim, good color, ISNT rule respected",
+    "locs_data": {}
+  },
+  {
+    "id": 331,
+    "image_filename": "2738_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.5, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities, perifoveal white spot is an artifact ",
+    "locs_data": {}
+  },
+  {
+    "id": 349,
+    "image_filename": "2470_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.7, diffuse peripapillary atrophy, normal macula, no vascular abnormalities, tessellated fundus appeatance, suggestive of myopia",
+    "locs_data": {}
+  },
+  {
+    "id": 395,
+    "image_filename": "1388_right.jpg",
+    "label": "Pathological",
+    "transcription": "This right eye fundus photography with an excavation of 0.9, there is nasalization of vessels, and peripapillary atrophy.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 2,
+        "disc_pallor": 0,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 332,
+    "image_filename": "2646_left.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a left eye, cup-to-disc ratio of 0.3, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 403,
+    "image_filename": "1414_right.jpg",
+    "label": "Normal",
+    "transcription": "0.4 cup-to-disc ratio, optic disc with well-defined margins and normal color, peripapillary atrophy, central emergence of vessels.",
+    "locs_data": {}
+  },
+  {
+    "id": 333,
+    "image_filename": "2646_right.jpg",
+    "label": "Normal",
+    "transcription": "color fundus photography of a right eye, cup-to-disc ratio of 0.4, crescent-shaped temporal peripapillary atrophy, normal macula, no vascular abnormalities",
+    "locs_data": {}
+  },
+  {
+    "id": 482,
+    "image_filename": "1493_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.7, thinning of the neuroretinal rim with loss of the normal pattern, mildly pale optic nerve, nasalization and bayoneting of vessels,",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 483,
+    "image_filename": "1493_right.jpg",
+    "label": "Normal",
+    "transcription": "Cup-to-disc ratio 0.3, optic disc with well-defined margins and good color, central vessel emergence, preserved neuroretinal rim",
+    "locs_data": {}
+  },
+  {
+    "id": 484,
+    "image_filename": "1494_left.jpg",
+    "label": "Normal",
+    "transcription": "Cup-to-disc ratio 0.5, optic disc with well-defined margins and good color, central vessel emergence, preserved neuroretinal rim",
+    "locs_data": {}
+  },
+  {
+    "id": 485,
+    "image_filename": "1494_right.jpg",
+    "label": "Normal",
+    "transcription": "Cup-to-disc ratio 0.4, optic disc with well-defined margins and good color, central vessel emergence, preserved neuroretinal rim",
+    "locs_data": {}
+  },
+  {
+    "id": 487,
+    "image_filename": "1496_right.jpg",
+    "label": "Pathological",
+    "transcription": "Mildly pale optic nerve, cup-to-disc ratio 0.7, thinning of the superior and inferior temporal neuroretinal rim coinciding with a wedge-shaped retinal nerve fiber layer defect, bayoneting and nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 486,
+    "image_filename": "1496_left.jpg",
+    "label": "Normal",
+    "transcription": "Cup-to-disc ratio 0.4, optic disc with well-defined margins and good color, central vessel emergence, preserved neuroretinal rim",
+    "locs_data": {}
+  },
+  {
+    "id": 489,
+    "image_filename": "1510_right.jpg",
+    "label": "Pathological",
+    "transcription": "cup-to-disc ratio 0.7, thinning of the superior temporal neuroretinal rim coinciding with a wedge-shaped retinal nerve fiber layer defect, bayoneting and nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 268,
+    "image_filename": "1294_left.jpg",
+    "label": "Pathological",
+    "transcription": "This left eye fundus photography, has a 0.7 excavation, the ISNT rule is affected, the inferior rim is the thinner than the superior and nasal, it appears to have a localized wedge defect of nerve fiber layer ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 490,
+    "image_filename": "167_left.jpg",
+    "label": "Pathological",
+    "transcription": "Mildly pale optic nerve, cup-to-disc ratio 0.7, diffuse thinning of the neuroretinal rim, bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 1
+      }
+    }
+  },
+  {
+    "id": 491,
+    "image_filename": "167_right.jpg",
+    "label": "Pathological",
+    "transcription": "Total cupping, near-total loss of the neuroretinal rim, mild pallor, nasalization of vessels, bayoneting of vessels, beta peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 4,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 2,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 493,
+    "image_filename": "1959_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, 360° thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels, beta peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 2,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 494,
+    "image_filename": "1975_left.jpg",
+    "label": "Pathological",
+    "transcription": "Mildly pale optic nerve, cup-to-disc ratio 0.7, thinning of the superior temporal neuroretinal rim coinciding with a wedge-shaped retinal nerve fiber layer defect, bayoneting and nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 495,
+    "image_filename": "1975_right.jpg",
+    "label": "Normal",
+    "transcription": "Optic disc with well-defined margins and good color, cup-to-disc ratio 0.4",
+    "locs_data": {}
+  },
+  {
+    "id": 444,
+    "image_filename": "1215_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 446,
+    "image_filename": "1239_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, bayoneting of vessels and nasalization of them",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 445,
+    "image_filename": "1215_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.95, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 2,
+        "peripapillary_atrophy": 0
+      }
+    }
+  },
+  {
+    "id": 447,
+    "image_filename": "1239_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, bayoneting of vessels and nasalization of them",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 451,
+    "image_filename": "1262_right.jpg",
+    "label": "Pathological",
+    "transcription": "Total cupping, mildly pale optic nerve, near-total loss of the neuroretinal rim, nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 4,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 2,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 450,
+    "image_filename": "1262_left.jpg",
+    "label": "Normal",
+    "transcription": "Optic disc with well-defined margins, good color, cup-to-disc ratio 0.1, preserved neuroretinal rim, choroidal fundus",
+    "locs_data": {}
+  },
+  {
+    "id": 449,
+    "image_filename": "1246_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse loss of the neuroretinal rim and inferior temporal thinning, mildly pale optic nerve, bayoneting of vessels and nasalization of them",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 448,
+    "image_filename": "1246_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, bayoneting of vessels and nasalization of them",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 452,
+    "image_filename": "1269_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 457,
+    "image_filename": "1428_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.8, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization of vessels and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3,
+        "neuroretinal_rim": 3
+      }
+    }
+  },
+  {
+    "id": 458,
+    "image_filename": "1434_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels, alpha and beta peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 459,
+    "image_filename": "1434_right.jpg",
+    "label": "Pathological",
+    "transcription": "Total cupping, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization of vessels, alpha and beta peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 4,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 460,
+    "image_filename": "1439_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.7, thinning of the inferior temporal neuroretinal rim coinciding with a wedge-shaped retinal nerve fiber layer defect",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 0,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 461,
+    "image_filename": "1439_right.jpg",
+    "label": "Normal",
+    "transcription": "Optic disc with well-defined margins and good color, cup-to-disc ratio 0.2, preserved neuroretinal rim, no retinal nerve fiber layer defect",
+    "locs_data": {}
+  },
+  {
+    "id": 462,
+    "image_filename": "1440_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.7, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels, alpha and beta peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 2,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 463,
+    "image_filename": "1440_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels, alpha and beta peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 466,
+    "image_filename": "1469_left.jpg",
+    "label": "Normal",
+    "transcription": "Cup-to-disc ratio 0.3, optic disc with well-defined margins and good color, central vessel emergence, preserved neuroretinal rim",
+    "locs_data": {}
+  },
+  {
+    "id": 465,
+    "image_filename": "1465_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, thinning of the neuroretinal rim with loss of the normal pattern, mildly pale optic nerve, nasalization and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 467,
+    "image_filename": "1469_right.jpg",
+    "label": "Pathological",
+    "transcription": "Mildly pale optic nerve, cup-to-disc ratio 0.7, nasalization and bayoneting of vessels, thinning of the inferior temporal neuroretinal rim coinciding with a wedge-shaped retinal nerve fiber layer defect",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 2,
+        "neuroretinal_rim": 2,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 1,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 468,
+    "image_filename": "1473_left.jpg",
+    "label": "Pathological",
+    "transcription": "Total cupping, mildly pale optic nerve, nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 4,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 469,
+    "image_filename": "1473_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.8, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 472,
+    "image_filename": "1477_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.8, diffuse loss of the neuroretinal rim and inferior temporal thinning, mildly pale optic nerve, bayoneting of vessels and nasalization of them",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3,
+        "disc_hemorrhage": 0
+      }
+    }
+  },
+  {
+    "id": 470,
+    "image_filename": "1475_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 473,
+    "image_filename": "1477_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.8, diffuse loss of the neuroretinal rim and inferior temporal thinning, mildly pale optic nerve, bayoneting of vessels and nasalization of them",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 475,
+    "image_filename": "1482_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.9, thinning of the neuroretinal rim with loss of the normal pattern, mildly pale optic nerve, nasalization and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 474,
+    "image_filename": "1482_left.jpg",
+    "label": "Pathological",
+    "transcription": "Total cupping, mildly pale optic nerve, nasalization of vessels, beta peripapillary atrophy",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 4,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 2,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 477,
+    "image_filename": "1485_right.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.8, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 399,
+    "image_filename": "1393_right.jpg",
+    "label": "Pathological",
+    "transcription": "Total cupping, near-total loss of the neuroretinal rim, peripapillary atrophy, diffuse retinal nerve fiber layer thinning, pale optic disc, nasalization of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 4,
+        "neuroretinal_rim": 4,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 2,
+        "disc_pallor": 1,
+        "vessel_changes": 2
+      }
+    }
+  },
+  {
+    "id": 401,
+    "image_filename": "1401_right.jpg",
+    "label": "Pathological",
+    "transcription": "This right eye fundus photography has a 0.8 excavation, with diffuse thinning of the rim, theres bayoneting and nasalization of vessels. in the inferior temporal arcade there are some exudates. ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 3,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 0,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 384,
+    "image_filename": "1365_left.jpg",
+    "label": "Pathological",
+    "transcription": "0.8 excavation, with diffuse thinning of the rim and nasalization of vessels. This image has bad quality. ",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "vessel_changes": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1
+      }
+    }
+  },
+  {
+    "id": 402,
+    "image_filename": "1414_left.jpg",
+    "label": "Pathological",
+    "transcription": "0.9 cup-to-disc ratio, diffuse neuroretinal rim thinning, peripapillary atrophy, pale optic disc, bayonet sign and nasalization of vessels.",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 1,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  },
+  {
+    "id": 478,
+    "image_filename": "1487_left.jpg",
+    "label": "Pathological",
+    "transcription": "Cup-to-disc ratio 0.8, diffuse thinning of the neuroretinal rim, mildly pale optic nerve, nasalization and bayoneting of vessels",
+    "locs_data": {
+      "conditions": [
+        "glaucoma"
+      ],
+      "glaucoma": {
+        "cup_to_disc_ratio": 3,
+        "neuroretinal_rim": 1,
+        "disc_hemorrhage": 0,
+        "peripapillary_atrophy": 0,
+        "rnfl_defect": 0,
+        "disc_pallor": 1,
+        "vessel_changes": 3
+      }
+    }
+  }
+]