Case Studies for Halide performance against C++ and OpenCL

YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6-v2、YOLOv7、YOLOX、YOLOX-Lite、PP-YOLOE、PP-PicoDet-Plus、YOLO-Fastest v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、OpenVINO

Model Quantization Benchmark

Gstreamer command-line cheat sheet

A framework for building high-performance real-time multiple object trackers

In this repo, I've trained an object detection model to find the number of RBC, WBC, PLATELETS Count from the microscopic blood-smeared images.

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Diffusers-Interpret 🤗🧨🕵️‍♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.

🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

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, RG…

This project generates images you've probably seen in autonomous driving demo. Object Detection, Lane Detection, Road Segmentation, Depth Estimation using TensorRT

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…

[ECCV2022] MOTR: End-to-End Multiple-Object Tracking with TRansformer

The official code for our ECCV22 oral paper: tracking objects as pixel-wise distributions.

A hyperspherical face recognition library based on PyTorch

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

[CVPR'22] Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation

[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.

PP-YOLOE, an industrial state-of-the-art object detector with high performance and friendly deployment. We optimize on the basis of the previous PP-YOLOv2, using anchor-free paradigm, more powerful…

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, i…

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…

A Python package for modular causal inference analysis and model evaluations

YMIR, a streamlined model development product.

A toolbox for skeleton-based action recognition.

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

This repository has been deprecated. Suggest to use edgeai-mmdetection in https://github.com/TexasInstruments/edgeai-tensorlab