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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

rapidocronnx

rapidocr onnx cpp

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