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ism-band-packet-detection/README.dataset.txt

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+# ism-band-packet-detection-e7s7w-mpkt > 2025-03-13 5:11am
+https://universe.roboflow.com/rf-100-vl/ism-band-packet-detection-e7s7w-mpkt
+
+Provided by a Roboflow user
+License: MIT
+
+# Overview
+- [Introduction](#introduction)
+- [Object Classes](#object-classes)
+  - [Bluetooth](#bluetooth)
+  - [Drone](#drone)
+  - [Weak Bluetooth](#weak-bluetooth)
+
+# Introduction
+This dataset is created to detect ISM band packet transmissions by automated systems. The classes include different types of signals observable within the ISM frequency bands. The classes are as follows:
+- **Bluetooth**: Standard Bluetooth signal with characteristic patterns.
+- **Drone**: Drone transmission signals typically used for communication.
+- **Weak Bluetooth**: Fainter version of the standard Bluetooth signal, indicating low strength.
+
+# Object Classes
+
+## Bluetooth
+### Description
+Bluetooth signals have a dense appearance with horizontal bands. They are distinct and clearly delineated across the frequency spectrum.
+
+### Instructions
+- Annotate areas with clear, continuous dense horizontal bands in the frequency spectrum.
+- Ensure the signal density matches the typical Bluetooth pattern, which is consistent and defined.
+- Do not annotate segments where the signal pattern is unclear or overly dispersed.
+
+## Drone
+### Description
+Drone signals are characterized by broad, textured bands that cover a significant range within the frequency spectrum.
+
+### Instructions
+- Identify and annotate wide, textured bands indicative of drone communications.
+- Focus on segments that are consistent in covering a broad frequency range.
+- Avoid marking narrow or fine lines that do not exhibit the signature broad pattern.
+
+## Weak Bluetooth
+### Description
+Weak Bluetooth signals appear as faint or less dense horizontal bands. They indicate signals with lower strength compared to standard Bluetooth.
+
+### Instructions
+- Highlight areas with light, less dense horizontal bands typical of a weak Bluetooth signal.
+- Ensure these bands are continuous but not as densely packed as regular Bluetooth signals.
+- Do not include areas where the signal interruptions create broken or unclear bands.

ism-band-packet-detection/README.roboflow.txt

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+
+ism-band-packet-detection-e7s7w-mpkt - v1 2025-03-13 5:11am
+==============================
+
+This dataset was exported via roboflow.com on March 14, 2025 at 4:03 AM GMT
+
+Roboflow is an end-to-end computer vision platform that helps you
+* collaborate with your team on computer vision projects
+* collect & organize images
+* understand and search unstructured image data
+* annotate, and create datasets
+* export, train, and deploy computer vision models
+* use active learning to improve your dataset over time
+
+For state of the art Computer Vision training notebooks you can use with this dataset,
+visit https://github.com/roboflow/notebooks
+
+To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
+
+The dataset includes 370 images.
+Ism-band-packet-detection-e7s7w-mpkt are annotated in COCO format.
+
+The following pre-processing was applied to each image:
+
+No image augmentation techniques were applied.
+
+

ism-band-packet-detection/test/_annotations.coco.json

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+{"info": {"year": "2025", "version": "1", "description": "Exported from roboflow.com", "contributor": "", "url": "https://public.roboflow.com/object-detection/undefined", "date_created": "2025-03-14T04:03:05+00:00"}, "licenses": [{"id": 1, "url": "https://choosealicense.com/licenses/mit/", "name": "MIT"}], "categories": [{"id": 0, "name": "bluetooth", "supercategory": "ism-band-packet-detection-e7s7w-mpkt"}, {"id": 1, "name": "drone", "supercategory": "ism-band-packet-detection-e7s7w-mpkt"}, {"id": 2, "name": "weak_bluetooth", "supercategory": "ism-band-packet-detection-e7s7w-mpkt"}], "images": [{"id": 0, "license": 1, "file_name": "drone06_1006_merc16_n2_e09_0006_r500_png.rf.05720592d40808ced4916a49c10b83ca.jpg", "height": 256, "width": 256, "date_captured": "2025-03-14T04:03:05+00:00", "extra": {"name": "drone06_1006_merc16_n2_e09_0006_r500_png"}}, {"id": 1, "license": 1, "file_name": "drone06_1015_miam16_n2_e12_1015_r500_png.rf.19f35a79a54aaa00336b58d41ff259ec.jpg", "height": 256, 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