datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
stop_the_rolling_glue_0206drone-detection-assignment3
UAV Drone Detection and Tracking
Detect and track drones in video using YOLO fine-tuned detector, Kalman Filter w/ tuned noise parameters.
Source Videos
Video
URL
drone_video_1
YouTube - DhmZ6W1UAv4
drone_video_2
YouTube - YrydHPwRelI
Training Dataset
Dataset: lgrzybowski/seraphim-drone-detection-dataset
Training images used: 33296 (from ~77K )
Test images: 8349
Detector
Model: YOLOv8n fine-tuned on Seraphim Drone Detection… See the full description on the dataset page: https://huggingface.co/datasets/rollingcoconut/drone-detection-assignment3.rav4-retrieval-assignment2
Image-to-Video Semantic Retrieval via Object Detection
Retrieve matching car exterior parts to video clips where those parts appear for RAV4.
Notes
Two parquet files provided
YouTube clips URI include start time, end time can be determined by start time + clip duration noted in row
Source Video
Video: YouTube - YcvECxtXoxQ
Segment: 18:50 to 24:00 (310 frames @ 1 fps)
Query Images
Dataset: aegean-ai/rav4-exterior-images
Detector… See the full description on the dataset page: https://huggingface.co/datasets/rollingcoconut/rav4-retrieval-assignment2.