Run your own production inference code with Sagemaker
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Updated
Jun 15, 2020 - Python
Run your own production inference code with Sagemaker
An AI-powered mobile crop advisory app for farmers, gardeners that can provide information about crops using an image taken by the user. This supports 10 crops and 37 kinds of crop diseases. The AI model is a ResNet network that has been fine-tuned using crop images that were collected by web-scraping from Google Images and Plant-Village Dataset.
Inference Server Implementation from Scratch for Machine Learning Models
Session Based Real-time Hotel Recommendation Web Application
Serve pytorch inference requests using batching with redis for faster performance.
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
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.
Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
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.
Benchmark for machine learning model online serving (LLM, embedding, Stable-Diffusion, Whisper)
Effortlessly Deploy and Serve Large Language Models in the Cloud as an API Endpoint for Inference
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.
Vision and vision-multi-modal components for geniusrise framework
Text components powering LLMs & SLMs for geniusrise framework
Deploy DL/ ML inference pipelines with minimal extra code.
Audio components for geniusrise framework
Basic MLPlatform includes Model Registry and Inference Server
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