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aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

aimet-model-zoo

baipiaoocr

An OCR Library based on PaddleOCR & OnnxRuntime

bsuv-net-inference

bytetrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

db

A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deepsparse

Inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your application

east

PyTorch Re-Implementation of EAST: An Efficient and Accurate Scene Text Detector

ee763

Drone Surveillance: Pedestrian Detection + neural network compression

efficient-computing

Efficient computing methods developed by Huawei Noah's Ark Lab

fairmot

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

fast

Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation

fastervit

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

fastflownet

FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation (ICRA 2021)

gdip-yolo

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, MODNet, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

multi-camera-person-tracking-and-re-identification

Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

paddledetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

people-counting-dataset

the large-scale data set for people counting (LOI counting)

people-counting-in-real-time

People Counting in Real-Time with an IP camera.

pytorch_yolov4

PyTorch implementation of YOLOv4

rodosol-alpr-dataset

RodoSol-ALPR: a dataset for license plate detection and recognition that includes 20K images of vehicles with Brazilian/Mercosur license plates.

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library

synthtext

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.