Turn any computer or edge device into a command center for your computer vision projects.

The simplest way to serve AI/ML models in production

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

This is a repository for an nocode object detection inference API using the Yolov3 and Yolov4 Darknet framework.

This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.

This is a repository for an object detection inference API using the Tensorflow framework.

Deploy DL/ ML inference pipelines with minimal extra code.

Friendli: the fastest serving engine for generative AI

Advanced inference pipeline using NVIDIA Triton Inference Server for CRAFT Text detection (Pytorch), included converter from Pytorch -> ONNX -> TensorRT, Inference pipelines (TensorRT, Triton server - multi-format). Supported model format for Triton inference: TensorRT engine, Torchscript, ONNX

Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)

Inference Server Implementation from Scratch for Machine Learning Models

Session Based Real-time Hotel Recommendation Web Application

create your own llm inference server from scratch

Roboflow's inference server to analyze video streams. This project extracts insights from video frames at defined intervals and generates informative visualizations and CSV outputs.

A networked inference server for Whisper so you don't have to keep waiting for the audio model to reload for the x-hunderdth time.

Vision and vision-multi-modal components for geniusrise framework

Text components powering LLMs & SLMs for geniusrise framework

Serve pytorch inference requests using batching with redis for faster performance.

Audio components for geniusrise framework