#python#bytetrack#multi_object_tracking#oc_sort#sort
Trackers is a simple Python library (pip install trackers) for multi-object tracking that plugs into any detection model like YOLO. Use it via CLI on videos/webcams or in Python code with trackers like ByteTrack (top performer on MOT17/SportsMOT benchmarks) to add labels and trajectories. Evaluate with MOT metrics too. Benefit: Quickly add reliable object tracking to your computer vision projects for real-time apps like traffic or sports analysis, saving time on custom code.
https://github.com/roboflow/trackers
🌎 In 1977, the Soviet Venera 14 probe recorded mysterious low-frequency “thunder”-like sounds on Venus. Scientists now attribute these to seismic activity or wind interacting with the planet’s dense atmosphere. Venus’s surface winds move slowly, but thick air carries sound much farther than on Earth. ✨
#Venus⚡#sounds⚡#space
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https://github.com/tyiannak/pyAudioAnalysis
#pyAudioAnalysis is a Python library covering a wide range of audio analysis tasks. Through pyAudioAnalysis you can:
Extract #audio features and representations (e.g. mfccs, spectrogram, chromagram)
Classify unknown #sounds
Train, parameter tune and evaluate classifiers of audio segments
Detect audio events and exclude silence periods from long recordings
Perform supervised segmentation (joint segmentation - classification)
Perform unsupervised segmentation (e.g. speaker diarization)
Extract audio thumbnails
Train and use audio regression models (example application: emotion recognition)
Apply dimensionality reduction to visualize audio data and content similarities
#Veil#White#Noise#Sleep#Sounds
Join the Veil: White Noise Sleep Sounds beta on ✈️#TestFlight
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