Entrenamiento y despliegue de un modelo de procesamiento de lenguaje natural para analizar sentimientos de tweets utilizando MLflow para registrar parámetros, métricas y artefactos, TensorFlow Serving como backend y Streamlit como frontend.

A deep learning-based model designed to identify and classify diseases affecting potato plant leaves and aims to provide swift and precise diagnoses, assisting farmers and agricultural researchers in promptly addressing plant health issues, particularly in potato crops.

A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.

Detection and Classification of tomato diseases for farmers in Nigeria using cutting-edge convolution neural networks (CNN) and leveraging the power of VGG19 model as a transfer model.

Plant disease detection from leaf uses machine learning to identify diseases for early intervention

ClearML - Model-Serving Orchestration and Repository Solution

A curated list of awesome inference deployment framework of artificial intelligence (AI) models. OpenVINO, TensorRT, MediaPipe, TensorFlow Lite, TensorFlow Serving, ONNX Runtime, LibTorch, NCNN, TNN, MNN, TVM, MACE, Paddle Lite, MegEngine Lite, OpenPPL, Bolt, ExecuTorch.

Potato Disease Classifier: ML-powered tool for precise potato leaf diagnosis, featuring an intuitive UI and confidence prediction

Deploy DL/ ML inference pipelines with minimal extra code.

DELTA is a deep learning based natural language and speech processing platform.

This repo contains the code that takes in an image encoded in base64 format and returns the bounding box predictions for hair, arms and legs

Adlik: Toolkit for Accelerating Deep Learning Inference

Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response

This repository exemplifies a robust ML workflow, leveraging MLflow for experiment tracking, Docker for containerization, TensorFlow Serving for model deployment, and GitHub Actions for CI/CD. It embodies a comprehensive system designed to predict diabetes progression using advanced machine learning paradigms.

Simple examples of serving HuggingFace models with TensorFlow Serving

YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving

A computer vision model for detection of illness in potato leaves

中文NER的那些事儿

Tensorflow image classifier Keras Applications model comparison