Datasets:

anilbhujel
/

Gilt_posture_dataset

+{
+    "name": "Gilt_posture_dataset",
+    "version": "1.0",
+    "description": "A multimodal dataset for pig posture detection using synchronized RGB and depth images. Includes labels for five pig postures, real-world object height from the floor, and the metadata.",
+    "contributors": [
+      {
+        "name": "Anil Bhujel",
+        "email": "[email protected]",
+        "affiliation": "Michigan State University",
+        "role": "Research Associate"
+      }
+    ],
+    "date_created": "2025-05-25",
+    "license": "CC BY 4.0",
+    "citation": {
+      "title": "A Computer Vision dataset for Gilts' daily activity monitoring and tracking",
+      "authors": ["Anil Bhujel", "Daniel Morris", "Janice Siegford", "Madonna Benjamin", "Mk Bashar"],
+      "year": 2025,
+      "doi": "To be assigned",
+      "url": "yet to assigned"
+    },
+    "modalities": [
+      {
+        "type": "color",
+        "description": "RGB images from a ceiling-mounted RGB-D camera.",
+        "height": "8 Ft",
+        "camera angle": "approx 40 deg",
+        "resolution": "1920x1080",
+        "frame rate": "30",
+        "format": "MJPG"
+      },
+      {
+        "type": "depth",
+        "description": "Depth images aligned with color, in millimeters.",
+        "resolution": "640x576",
+        "frame rate": "30",
+        "format": "PNG"
+      },
+      {
+        "type": "height_map",
+        "description": "Object height from the floor estimated using a floor plane model."
+      },
+      {
+      }
+    ],
+    "annotations": {
+      "posture_labels": ["Feeding", "Lateral_lying", "Sitting", "Standing", "Sternal_lying"],
+      "format": "Yolov11 .txt",
+      "labeling": "Bounding box"
+    },
+    "data_split": {
+      "train": 0.75,
+      "val": 0.15,
+      "test": 0.1,
+      "criteria": "random"
+    },
+    "collection": {
+      "sensor_setup": "Orbbec Femto Mega RGB-D camerasmounted at ~3m height, angled ~40°",
+      "frame_rate": "30 FPS",
+      "synchronization": "Synced with Orbbec sync hub pro",
+      "depth_to_height_conversion": "Using calibrated floor plane model",
+      "rfid_triggered": true,
+      "date_of_recording": "01/08/2025",
+      "recording_window": "07:00 to 14:00",
+      "recording_duration": "Continuous"
+    },
+    "environment": {
+      "pen_type": "MSU swine research center",
+      "pen_size_feet": [16.0, 8.0],
+      "floor_type": "Slatted wood",
+      "lighting_conditions": "Artificial, stable intensity",
+      "ventilation": "Mechanical ventilation with air flow"
+    },
+    "animals": {
+      "breed": ["Purebred Yorkshire", "Exotic-crosbred", "Meishan"],
+      "number_of_animals": "18 (9 per pen)",
+      "age_range_weeks": 24,
+      "expected_delivery_date": "03/08/2025",
+      "tagging_method": "RFID and ear tags",
+      "identification_accuracy": "Validated with periodic manual checks"
+    },
+    "download": {
+      "url": "https://huggingface.co/datasets/anilbhujel/Gilt_posture_dataset",
+      "file_format": "ZIP",
+      "size": "6.7 GB"
+    }
+  }