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.

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.

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.

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.

Depth-Anything-ONNX

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

python-tf-bodypix

A Python implementation of the bodypix model.

simple-ros2-processing-tools

A set of simple tools for ROS2 of my own making.

hand-gesture-recognition-using-neural-networks

Hand gesture recognition using neural networks

Peppa_Pig_Face_Landmark

A simple face detect and alignment method, which is easy and stable.

ml-cvnets

CVNets: A library for training computer vision networks

vision-transformers-cifar10

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

ZED2-Docker

ZED2 SDK Installed Containers

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.

peclr

This is the pretraining code for PeCLR. An equivariant contrastive learning framework for 3D hand pose estimation. The paper is presented at ICCV 2021.

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.

rosdepth2mp4

A simple tool to record ROS2 Image topics to MP4.

sng4onnx

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

bbalg

Baba algorithm for robustly determining status changes of objects to be tracked.

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

mp42rosimg

The program only Publish MP4 videos with the specified topic name and period.

PIPNet

The Facial Landmark Preprocessing Toolkit provides efficient preprocessing of facial images and landmarks, supporting image processing, landmark normalization, and data saving for training and testing.

PIPNet_jahongir7174

Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild

ros2bagcut

A tool that simply cuts rosbag files within a specified start and end date and time.

tensorflow

An Open Source Machine Learning Framework for Everyone