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aicamera

Demonstration of using Caffe2 inside an Android application.

anchor_computation_tool

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

efficientnet-pytorch

A PyTorch implementation of EfficientNet

ghostnet

[CVPR2020] GhostNet: More Features from Cheap Operations

ghostnet.pytorch-1

73.6% GhostNet 1.0x pre-trained model on ImageNet

libxls

Read binary Excel files from C/C++

mixnet-pytorch

Concise, Modular, Human-friendly PyTorch implementation of MixNet with Pre-trained Weights.

mobilenetv3.pytorch

74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

openxlsx

A C++ library for reading, writing, creating and modifying Microsoft Excel® (.xlsx) files.

pytorch-0.4-yolov3

Yet Another Implimentation of Pytroch 0.4 and YoloV3 on python3

pytorch-hardnet

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-vae

A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch

pytorch_retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

rf2o_laser_odometry

Estimation of 2D odometry based on planar laser scans. Useful for mobile robots with innacurate base odometry. For full description of the algorithm, please refer to: Planar Odometry from a Radial Laser Scanner. A Range Flow-based Approach. ICRA 2016 Available at: http://mapir.isa.uma.es/mapirwebsite/index.php/mapir-downloads/papers/217

torch2trt

An easy to use PyTorch to TensorRT converter

tresnet

TResNet: High Performance GPU-Dedicated Architecture

ultra-light-fast-generic-face-detector-1mb

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

xlnt

:bar_chart: Cross-platform user-friendly xlsx library for C++11+

yet-another-efficientdet-pytorch-convert-onnx-tvm