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Embed images and sentences into fixed-length vectors
CLIP-as-service is a low-latency high-scalability service for embedding images and text. It can be easily integrated as a microservice into neural search solutions. Serve CLIP models with TensorRT, ONNX runtime and PyTorch w/o JIT with 800QPS[*]. Non-blocking duplex streaming on requests and responses, designed for large data and long-running tasks. Horizontally scale up and down multiple CLIP models on single GPU, with automatic load balancing. Easy-to-use. No learning curve, minimalist...
IPTV/Video cloud
Features:
Cross-platform (Linux, MacOSX, FreeBSD, Raspbian/Armbian)
GPU/CPU Encode/Decode/Post Processing
Stream statistics
CCTV
Adaptive hls streams
Load balancing
Temporary urls
HLS push
EPG scanning
Subtitles to text conversions
AD insertion
Logo overlay
Video effects
Relays
Timeshifts
Catchups
Playlists
Restream/Transcode from online streaming services like Youtube, Twitch
Mozaic
Many Outputs
Physical Inputs
Streaming Protocols
File Formats
Presets
Vods/Series server-side support
Pay per view channels
Channels on demand
HTTP Live Streaming (HLS) server-side support
Public API, client server communication via JSON RPC
Protocol gzip compression
Deep learning video analysis
Supported deep learning frameworks:
Tensorflow
NCSDK
Caffe
ML Hardware:
openlsm - Web based open source, Linux Server Management(LSM) -LAMP ,FTP,Jabber, Samba,NFS,LDAP and MySQL based virtual hosting, Squid,Backup,Quota,Mail ,spam-assassin, mailable,Asterisk, web hosting, Load balancing, nagios and ganglia monitoring.
pySHOT is a session recorder for windows. (soon linux session recorder also) It's a client/server python app using gearman. To use pyshot you must install pyshot-client from https://sourceforge.net/projects/pyshot-client/ on monitored server