PINTO0309

PINTO_model_zoo

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.

onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Tensorflow-bin

Prebuilt binary with Tensorflow Lite enabled. For RaspberryPi / Jetson Nano. Support for custom operations in MediaPipe. XNNPACK, XNNPACK Multi-Threads, FlexDelegate.

simple-onnx-processing-tools

A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change opset, change to the specified input order, addition of OP, RGB to BGR conversion, change batch size, batch rename of OP, and JSON convertion for ONNX models.

TensorflowLite-bin

Prebuilt binary for TensorFlowLite's standalone installer. For RaspberryPi. A very lightweight installer. I provide a FlexDelegate, MediaPipe Custom OP and XNNPACK enabled binary.

sit4onnx

Tools for simple inference testing using TensorRT, CUDA and OpenVINO CPU/GPU and CPU providers. Simple Inference Test for ONNX.

hand_landmark

HandLandmark Detection that can be performed only in onnxruntime. Pre-focusing by skeletal detection is not performed. This does not use MediaPipe.

spo4onnx

Simple tool for partial optimization of ONNX. Further optimize some models that cannot be optimized with onnx-optimizer and onnxsim by several tens of percent. In particular, models containing Einsum and OneHot.

snc4onnx

Simple tool to combine(merge) onnx models. Simple Network Combine Tool for ONNX.

sne4onnx

A very simple tool for situations where optimization with onnx-simplifier would exceed the Protocol Buffers upper file size limit of 2GB, or simply to separate onnx files to any size you want.

BoT-SORT-ONNX-TensorRT

BoT-SORT + YOLOX implemented using only onnxruntime, Numpy and scipy, without cython_bbox and PyTorch. Fast human tracker. OSNet is not used.

sam4onnx

A very simple tool to rewrite parameters such as attributes and constants for OPs in ONNX models. Simple Attribute and Constant Modifier for ONNX.

Depth-Anything-ONNX

ONNX-compatible Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

MoveNet-Python-Example

MoveNetを用いたPythonでの姿勢推定のデモ

sbi4onnx

A very simple script that only initializes the batch size of ONNX. Simple Batchsize Initialization for ONNX.

sog4onnx

Simple ONNX operation generator. Simple Operation Generator for ONNX.

sor4onnx

Simple OP Renamer for ONNX.

hand-gesture-recognition-using-neural-networks

Hand gesture recognition using neural networks

ml-cvnets

CVNets: A library for training computer vision networks

ssi4onnx

Simple Shape Inference tool for ONNX.

vision-transformers-cifar10

Let's train vision transformers (ViT) for cifar 10!

dora

low latency, composable, and distributed dataflow for AI and robotic application

easy_ViTPose

Easy and fast 2d human and animal multi pose estimation using SOTA ViTPose [Y. Xu et al., 2022] Real-time performances and multiple skeletons supported.

ros2bagsend

A tool that uses simple logic to send topics recorded in ros2 bag one cycle at a time (not a strict cycle). I use this tool to step-submit and debug rosbag topics synchronously.

sng4onnx

A simple tool that automatically generates and assigns an OP name to each OP in an old format ONNX file.

XFeat-Image-Matching-ONNX-Sample

XFeatをONNXに変換し特徴点マッチングを行うサンプル

cvat_custom

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

EfficientNet-Pytorch

A demo for train your own dataset on EfficientNet

mcap-to-mp4

tensorflow

An Open Source Machine Learning Framework for Everyone