added model and updated readme

DepthProPruned10QuantizedLinear.mlpackage/Data/com.apple.CoreML/model.mlmodel

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6b6178bd9b6ac54e40f4e76c0b77320324355d4f69fca91d960e970d1cb6a57
+size 1220224

DepthProPruned10QuantizedLinear.mlpackage/Data/com.apple.CoreML/weights/weight.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30e4ab1cdc4c17ea6805f3ec52977ee550ac0454661c1ca3a6a87fd3376b6ab9
+size 1094320064

DepthProPruned10QuantizedLinear.mlpackage/Manifest.json

@@ -0,0 +1,18 @@
+{
+    "fileFormatVersion": "1.0.0",
+    "itemInfoEntries": {
+        "17D82457-95B2-4E3E-81D9-379C2AA8B762": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Weights",
+            "name": "weights",
+            "path": "com.apple.CoreML/weights"
+        },
+        "529C5CB4-3317-465F-B349-B34986B1F777": {
+            "author": "com.apple.CoreML",
+            "description": "CoreML Model Specification",
+            "name": "model.mlmodel",
+            "path": "com.apple.CoreML/model.mlmodel"
+        }
+    },
+    "rootModelIdentifier": "529C5CB4-3317-465F-B349-B34986B1F777"
+}

README.md

@@ -1,3 +1,58 @@
 ---
+tags:
+- depth-estimation
+library_name: coreml
 license: apple-ascl
+base_model:
+  - apple/DepthPro
 ---
+
+This repo contains [DepthProPruned10QuantizedLinear.mlpackage](DepthProPruned10QuantizedLinear.mlpackage)(1100 MB).
+
+This model was first pruned to 10% sparsity, then the weights were linearly quantized.
+
+# DepthPro CoreML Models
+
+DepthPro is a monocular depth estimation model. This means that it is trained to predict depth on a single image.
+
+[DepthPro paper](https://arxiv.org/pdf/2410.02073)
+
+[DepthPro original repo](https://huggingface.co/apple/DepthPro)
+
+# Model Inputs and Outputs
+
+### Inputs
+
+- `image`: $1536 \times 1536$ 3 color image ($[1 \times 3 \times 1536 \times 1536]$ ImageType).
+- `originalWidth`: A scalar containing the original width of the image before resizing ($[1 \times 1 \times 1 \times 1]$ TensorType).
+
+### Outputs
+
+- `depthMeters`:  $1536 \times 1536$ 1 channel tensor containing depth in meters ($[1 \times 1 \times 1536 \times 1536]$ Tensor).
+
+# Download
+
+Install `huggingface-cli`
+
+```bash
+brew install huggingface-cli
+```
+
+To download:
+
+```bash
+huggingface-cli download \
+  --local-dir models --local-dir-use-symlinks False \
+  coreml-projects/DepthPro-coreml-pruned-10-quantized-linear \
+  --include "DepthProPruned10QuantizedLinear.mlpackage/*""
+```
+
+To download everything, skip the `--include` argument.
+
+# Conversion Tutorial 
+
+The [`huggingface/coreml-examples`](https://github.com/huggingface/coreml-examples/blob/main/tutorials/DepthPro/depth_pro_coreml_guide.ipynb) repository contains sample conversion code for `DepthProPruned10QuantizedLinear.mlpackage` and other models.
+
+# Swift Integration
+
+The [`huggingface/coreml-examples`](https://github.com/huggingface/coreml-examples/blob/main/DepthProSample/README.md) repository contains sample Swift code for `DepthProPruned10QuantizedLinear.mlpackage` and other models. See [the instructions there](https://github.com/huggingface/coreml-examples/tree/main/DepthProSample) to build the demo app, which shows how to use the model in your own Swift apps.