Syed Riaz's repositories
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
2019-UGRP-DPoom
2019 DGIST DPoom project under UGRP : SBC and RGB-D camera based full autonomous driving system for mobile robot with indoor SLAM
Awesome-Multi-Task-Learning
A list of multi-task learning papers and projects.
Best-README-Template
An awesome README template to jumpstart your projects!
cocoapi
COCO API - Dataset @ http://cocodataset.org/
CoinShift-Imaging-Box
Collection of Object Detection and Segmentation Pipelines🛸🚀
crop_objects_based_yolov4_pytorch
crop objects based yolov4_pytorch
DABNet
Official implementation of 'Real-time Semantic Segmentation via Densely Aggregated Bilateral Network', in Pytorch.
Dataset-Converters
A conversion toolset between different object detection and instance segmentation annotation formats
deepsparse
Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs
few-shot-object-detection
Implementations of few-shot object detection benchmarks
gluon-cv
Gluon CV Toolkit
IRS
IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
lite.ai.toolkit
Lite.AI.ToolKit 🚀🚀🌟: A lite C++ toolkit of awesome AI models(一个开箱即用的C++ AI工具箱，支持ONNXRuntime/NCNN/MNN/TNN), such as RobustVideoMatting🔥, YOLOX🔥, YOLOP🔥 etc. (https://github.com/DefTruth/lite.ai.toolkit/releases/tag/v0.1.0)
manydepth
[CVPR 2021] Self-supervised depth estimation from short sequences
Msnhnet
🔥 (yolov3 yolov4 yolov5 unet ...)A mini pytorch inference framework which inspired from darknet.
nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
openpilot
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 100 supported car makes and models.
review_object_detection_metrics
Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.
sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
tensorrtx
Implementation of popular deep learning networks with TensorRT network definition API
TNN
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.
UniDet
Object detection on multiple datasets with an automatically learned unified label space.
voc2coco
Convert VOC format XMLs to COCO format json
Yolo-FastestV2
:zap: Based on Yolo's low-power, ultra-lightweight universal target detection algorithm, the parameter is only 250k, and the speed of the smart phone mobile terminal can reach ~300fps+
YOLO2COCO
A set of tools for converting a darknet dataset to COCO format working with YOLOX
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
zed-yolo
3D Object detection using Yolo and the ZED in Python and C++