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PyAV Alternatives
Similar projects and alternatives to PyAV
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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maturin
Build and publish crates with pyo3, cffi and uniffi bindings as well as rust binaries as python packages
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deffcode
A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡
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SaaSHub
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rust-ndarray
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
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fast_vector_similarity
The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.
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SaaSHub
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PyAV discussion
PyAV reviews and mentions
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Using YOLO for Real-Time Object Detection with Koyeb GPUs
Define the process_frame function. This function takes a video frame as input. It converts the frame to an image using PyAV, and then applies the YOLOv8 model to detect objects in the image. The model uses the ByteTrack tracker to keep track of objects between frames. The detection results are then visualized on the frame, and the annotated frame is returned.
- Some Reasons to Avoid Cython
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need advice on what frameworks to use w ffmpeg
Personally I would recommend using the PYAV bindings directly, if you want any sort of control over different codecs, profiles, pixel formats etc.
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[P] DeFFcode: A High-performance FFmpeg based Video-Decoder Python Library for fast and low-overhead decoding of a wide range of video streams into 3D NumPy frames.
There are a good amount of FFMPEG wrappers out there, decord, pyav, and MoviePy are probably the most popular. I'm sure all of these are fine, but they seem like they'd be best suited for something like a web backend for a startup that's getting off the ground or something else where latency isn't a huge issue.
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Stats
PyAV-Org/PyAV is an open source project licensed under BSD 3-clause "New" or "Revised" License which is an OSI approved license.
The primary programming language of PyAV is Cython.