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Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like...
yolov5
yolov6
yolov7
yolov8
pytorch
tutorial
google-colab
deep-learning
computer-vision
machine-learning
object-detection
image-segmentation
zero-shot-detection
amazon-sagemaker-lab
deep-neural-networks
image-classification
zero-shot-classification
automatic-labeling-system
open-vocabulary-detection
open-vocabulary-segmentation
Created
2022-11-18
501 commits to main branch, last one 4 days ago
🛠 A lite C++ toolkit of 100+ Awesome AI models, support ORT, MNN, NCNN, TNN and TensorRT. 🎉🎉
Created
2021-03-22
1,404 commits to main branch, last one a day ago
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
Created
2021-06-23
270 commits to main branch, last one 2 years ago
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
Created
2022-09-18
378 commits to main branch, last one about a year ago
🔥🔥🔥 专注于YOLOv5，YOLOv7、YOLOv8、YOLOv9改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀
Created
2022-08-05
203 commits to main branch, last one 8 months ago
PaddleSlim is an open-source library for deep model compression and architecture search.
Created
2019-12-16
1,245 commits to develop branch, last one 13 days ago
🔥🔥🔥TensorRT for YOLOv8、YOLOv8-Pose、YOLOv8-Seg、YOLOv8-Cls、YOLOv7、YOLOv6、YOLOv5、YOLONAS......🚀🚀🚀CUDA IS ALL YOU NEED.🍎🍎🍎
Created
2022-09-08
174 commits to main branch, last one 8 months ago
MetaSeg: Packaged version of the Segment Anything repository
Created
2023-04-06
140 commits to main branch, last one about a month ago
tensorrt for yolo series (YOLOv11,YOLOv10,YOLOv9,YOLOv8,YOLOv7,YOLOv6,YOLOX,YOLOv5), nms plugin support
Created
2021-11-24
77 commits to cuda-python branch, last one 9 days ago
🚀 你的YOLO部署神器。TensorRT Plugin、CUDA Kernel、CUDA Graphs三管齐下，享受闪电般的推理速度。| Your YOLO Deployment Powerhouse. With the synergy of TensorRT Plugins, CUDA Kernels, and CUDA Graphs, experience lightning-fast i...
Created
2024-01-28
175 commits to main branch, last one 5 days ago
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
Created
2022-07-25
46 commits to master branch, last one 2 years ago
🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀
Created
2022-07-13
2,189 commits to develop branch, last one 4 months ago
GUI for marking bounded boxes of objects in images for training neural network YOLO
Created
2018-10-29
158 commits to master branch, last one about a year ago
🔄 A tool for object detection and image segmentation dataset format conversion.
Created
2021-07-24
172 commits to main branch, last one 6 months ago
Real-time multi-camera multi-object tracker using YOLO varients
Created
2022-07-31
80 commits to main_v2 branch, last one 14 hours ago
💎A high level pipeline for face landmarks detection, it supports training, evaluating, exporting, inference(Python/C++) and 100+ data augmentations, can easily install via pip.
Created
2022-02-05
244 commits to main branch, last one 4 months ago
YOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)
Created
2020-06-02
186 commits to master branch, last one 9 months ago
Samples code for world class Artificial Intelligence SoCs for computer vision applications.
Created
2022-05-13
209 commits to main branch, last one 16 days ago
☁️💡🎈专注于改进YOLOv7，Support to improve Backbone, Neck, Head, Loss, IoU, NMS and other modules
Created
2022-08-25
22 commits to main branch, last one 7 months ago
一个 LibTorch 版本的 Yolo 封装库
Created
2021-05-23
36 commits to main branch, last one 6 months ago
The project can achieve FCWS, LDWS, and LKAS functions solely using only visual sensors. using YOLOv5 / YOLOv5-lite / YOLOv6 / YOLOv7 / YOLOv8 / YOLOv9 / EfficientDet and Ultra-Fast-Lane-Detection-v2...
Created
2023-01-10
72 commits to master branch, last one 2 months ago
PyTorch implementation of YOLOv5, YOLOv6, YOLOv7, YOLOv8, Sort, StrongSort, OcSort, ByteTrack, Norfair
Created
2023-01-01
113 commits to main branch, last one about a year ago
Deepsort with yolo series. This project support the existing yolo detection model algorithm (YOLOV8, YOLOV7, YOLOV6, YOLOV5, YOLOV4Scaled, YOLOV4, YOLOv3', PPYOLOE, YOLOR, YOLOX ).
Created
2022-07-13
25 commits to master branch, last one about a year ago
yolov5, yolov8, segmenations, face, pose, keypoints on deepstream
Created
2022-06-01
116 commits to main branch, last one 11 months ago
:rocket: :star: The list of the most popular YOLO algorithms - awesome YOLO
Created
2022-05-09
38 commits to main branch, last one about a month ago
Make it easier for yolov6 to change the network structure
Created
2022-11-18
160 commits to main branch, last one 22 days ago
分别使用OpenCV、ONNXRuntime部署YOLOV6目标检测，包含C++和Python两个版本的程序
Created
2022-06-26
3 commits to main branch, last one 2 years ago
Official PyTorch implementation of the ICCV 2023 paper: From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection.
Created
2022-10-14
5 commits to master branch, last one 8 months ago
Detection models and Python scripts for automated insect monitoring with the Insect Detect DIY camera trap.
Created
2022-12-21
175 commits to main branch, last one 5 days ago
This project involves making custom datasets for the YOLO series and model training methods for YOLO.
Created
2023-03-21
18 commits to master branch, last one about a year ago