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The Top 23 Inference Pretrained Models Open Source Projects

Open source projects categorized as Inference Pretrained Models
Categories > Machine Learning > Inference
Categories > Machine Learning > Pretrained Models
Paddleclas ⭐ 5,161
A treasure chest for visual classification and recognition powered by PaddlePaddle
total releases 14most recent commit 3 months ago
Superduperdb ⭐ 3,924
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
total releases 5most recent commit 3 months ago
Deepsparse ⭐ 2,729
Sparsity-aware deep learning inference runtime for CPUs
dependent packages 3total releases 141most recent commit 3 months agopypi deepsparse-nightly} Downloads
Bert Ner ⭐ 872
Pytorch-Named-Entity-Recognition-with-BERT
most recent commit 3 years ago
Wavegrad ⭐ 239
A fast, high-quality neural vocoder.
most recent commit 9 months ago
Bert Ner Tf ⭐ 184
Named Entity Recognition with BERT using TensorFlow 2.0
most recent commit 3 years ago
Embedmask ⭐ 160
EmbedMask: Embedding Coupling for One-stage Instance Segmentation
most recent commit 3 years ago
Yolov3 Object Detection With Opencv ⭐ 153
This project implements a real-time image and video object detection classifier using pretrained yolov3 models.
most recent commit 5 years ago
People Counter Python ⭐ 88
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
most recent commit a year ago
People Counter Cpp ⭐ 70
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
most recent commit a year ago
Smart Retail Analytics ⭐ 68
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
most recent commit 7 months ago
Concurrent Video Analytic Pipeline Optimization Sample L ⭐ 46
Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.
most recent commit 9 months ago
Safety Gear Detector Python ⭐ 32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
most recent commit 3 years ago
Pytorch Pyramid Feature Attention Network For Saliency Detection ⭐ 27
PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”
most recent commit 4 years ago
Motor Defect Detector Python ⭐ 27
Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.
most recent commit a year ago
Object Size Detector Python ⭐ 26
Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.
most recent commit a year ago
Store Traffic Monitor Python ⭐ 24
Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.
most recent commit a year ago
Parking Lot Counter Cpp ⭐ 21
Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.
most recent commit a year ago
Industrial Anomaly Detection ⭐ 20
Run multiple independent anomaly detection (object flaws and motor defects) workloads on a single system via multiple virtual machines using a Kernel-based Virtual Machine (KVM) host.
most recent commit a year ago
Shopper Gaze Monitor Python ⭐ 20
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
most recent commit 3 years ago
Arabicner ⭐ 19
Arabic NER system with a strong performance
most recent commit 4 years ago
Restricted Zone Notifier Python ⭐ 19
Secure work areas and send alerts if someone enters the restricted space.
most recent commit a year ago
Store Aisle Monitor Python ⭐ 18
Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.
most recent commit a year ago
The 3 Latest Releases In Inference Pretrained Models Open Source Projects
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