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75 search results found

Open_clip ⭐ 7,355

An open source implementation of CLIP.

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Pinto_model_zoo ⭐ 3,121

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

Chinese Clip ⭐ 2,816

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Deepsparse ⭐ 2,729

Sparsity-aware deep learning inference runtime for CPUs

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Pytorch_cifar10 ⭐ 520

Pretrained TorchVision models on CIFAR10 dataset (with weights)

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

Clarifai Python ⭐ 384

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

Sparsezoo ⭐ 347

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

Vision Aided Gan ⭐ 321

Ensembling Off-the-shelf Models for GAN Training (CVPR 2022 Oral)

Edenai Apis ⭐ 313

Eden AI: simplify the use and deployment of AI technologies by providing a unique API that connects to the best possible AI engines

Cartoonify ⭐ 313

Deploy and scale serverless machine learning app - in 4 steps.

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

A List of Big Models

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Yolov3 Object Detection With Opencv ⭐ 153

This project implements a real-time image and video object detection classifier using pretrained yolov3 models.

Pixelobjectness ⭐ 150

Generic Foreground Segmentation in Images

Official PyTorch implementation of GDWCT (CVPR 2019)

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.

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

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.

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.

Cppe Dataset ⭐ 58

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

Dream Creator ⭐ 51

Quickly and easily create / train a custom DeepDream model

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.

Powerful handwritten text recognition. A simple-to-use, unofficial implementation of the paper "TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models".

Pretrained Yolo V4 ⭐ 36

Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.

G Universal Clip ⭐ 33

4th place solution for the Google Universal Image Embedding Kaggle Challenge. Instance-Level Recognition workshop at ECCV 2022

Safety Gear Detector Python ⭐ 32

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Lightfieldreconstruction ⭐ 28

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

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.

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.

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.

Tag Machine ⭐ 23

A little Python application to auto tag your photos with the power of machine learning.

Pretrained Yolox Network For Object Detection ⭐ 23

YOLOX inference in MATLAB for Object Detection with yolox_s, yolox_m & yolox_l networks

Geometry Preserving De ⭐ 22

Towards General Purpose, Geometry Preserving Single-View Depth Estimation https://arxiv.org/abs/2009.12419

Parking Lot Counter Cpp ⭐ 21

Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.

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.

Shopper Gaze Monitor Python ⭐ 20

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Restricted Zone Notifier Python ⭐ 19

Secure work areas and send alerts if someone enters the restricted space.

Object Flaw Detector Cpp ⭐ 18

Detect various irregularities of a product as it moves along a conveyor belt.

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

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.

Lidar Object Detection Using Complex Yolov4 ⭐ 17

Object detection and transfer learning on point clouds using pretrained Complex-YOLOv4 models in MATLAB

Object Flaw Detector Python ⭐ 17

Detect various irregularities of a product as it moves along a conveyor belt.

Intruder Detector Python ⭐ 16

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

Object Detection Using Pretrained Yolo V2 ⭐ 16

YOLO v2 prediction and training in MATLAB for Object Detection with darknet19 & tinyYOLOv2 base networks

Segment_anything_webui ⭐ 16

A simple Segment Anything WebUI based on Gradio.

Intruder Detector Cpp ⭐ 15

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

Pretrained Efficientdet D0 ⭐ 15

Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.

Scaleable input gradient regularization

Shopper Gaze Monitor Cpp ⭐ 12

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Pytorch_resnet_rs ⭐ 12

Pytorch implementation of "Revisiting ResNets: Improved Training and Scaling Strategies"(https://arxiv.org/pdf/2103.07579.pdf)

Text Detection Using Deep Learning ⭐ 12

Text Detection using Pretrained CRAFT model in MATLAB

Pretrained Salsanext ⭐ 12

Semantic segmentation and transfer learning using pretrained SalsaNext model in MATLAB

Model_garden ⭐ 12

Performance testing of 24 Machine Learning models on Raspberry Pi using TensorFlow Lite and Google Coral USB Accelerator

Social Distance ⭐ 11

Build a solution that recognizes people within a specific area and measures the distance between them. Get an alert if the distance is less than a specified amount.

Pretrained models for the ranking task described in Cats and Captions vs. Creators and the Clock (WWW 2017)

Store Aisle Monitor Cpp ⭐ 11

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Shopper Mood Monitor Cpp ⭐ 10

Detect the mood of shoppers as they look at a retail or kiosk display.

Store Traffic Monitor Cpp ⭐ 10

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Intelligent Kiosk Analytics Cpp ⭐ 10

Determine the demographics of an audience using the Intel® Distribution of OpenVINO™ toolkit, and then adjust the ads to match the audience.

Safety Gear Detector Cpp ⭐ 10

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Automated Vending ⭐ 9

Deploy sensor fusion technology for an automated checkout that enables real-time insight about the products consumers are buying using the EdgeX Foundry* extensible framework.

Rtsf At Checkout Reference Design ⭐ 9

Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.

Network Video Recorder ⭐ 8

Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.

Brain Tumor Segmentations ⭐ 8

Segment brain tumors in raw MRI images by applying the U-Net architecture.

Restricted Zone Notifier Cpp ⭐ 8

Secure work areas and send alerts if someone enters the restricted space.

Machine Operator Monitor Cpp ⭐ 8

Monitor a machine operator and detect the emotional state of an operator. Send an alert if the operator is distracted or angry.

Motor Defect Detector Cpp ⭐ 8

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.

Pretrained Spatial Cnn ⭐ 8

Spatial-CNN for lane detection in MATLAB.

Timeception ⭐ 7

Please check the updated repository https://github.com/noureldien/timeception

Face To Bmi Vit ⭐ 6

Predict the Body Mass Index with one image of a human face, with state-of-the-art results.

Examples for Clarifai Python SDK and Integrations

Line Monitoring ⭐ 5

Apply the pretrained models in the Intel® Distribution of OpenVINO™ toolkit to detect and count the number of people waiting in lines in real time.

Seven Segment Digit Recognition ⭐ 5

Seven Segment Digit Recognition in MATLAB

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