Detection models and Python scripts for automated insect monitoring with the Insect Detect DIY camera trap.
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Updated
May 23, 2024 - Python
Detection models and Python scripts for automated insect monitoring with the Insect Detect DIY camera trap.
This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes
Using YOLOv7 for crop and weed detection
Implementation of Mlops pipeline for Object Detection with customization of YOLOv7 computer vision model. Further using GitHub actions CI/CD tool for monitoring, finally deployment AWS EC2 with Docker image and AWS ECR.
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀
Implemented in pure pascal LightNet is an artificial intelligence neural network library Inspired by Darknet and yolo library which can run most of the darknet including YOLO models nativly and self dependently in pascal, tests are provided for both Lazarus and Delphi
Fitsight: A Machine Learning-Based System as a Substitute for Physical Trainers
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 Grounding DINO and SAM.
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.
The Fast Gradient Sign Method (FGSM) combines a white box approach with a misclassification goal. It tricks a neural network model into making wrong predictions. We use this technique to anonymize images.
NVIDIA DeepStream SDK 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models
Parking detection and monitoring webapp that runs entirely in the browser
object detection with YOLOv7: fork from official repo with focus on applicability to new problems
Easy & Modular Computer Vision Detectors, Trackers & SAM - Run YOLOv9,v8,v7,v6,v5,R,X in under 10 lines of code.
🚀 ⭐ The list of the most popular YOLO algorithms - awesome YOLO
PaddleSlim is an open-source library for deep model compression and architecture search.
⚗️ YOLOv7 trained on MSCOCO for object detection managed by DVC
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