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Top 23 Python Yolo Projects
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLiteProject mention: Building a Drowsiness Detection Web App from scratch - pt2 | dev.to | 2023-08-06
!git clone https://github.com/ultralytics/yolov5.git ## Navigate to the model %cd yolov5/ ## Install requirements !pip install -r requirements.txt ## Download the YOLOv5 model !wget https://github.com/ultralytics/yolov5/releases/download/v6.0/yolov5s.pt
OpenMMLab Detection Toolbox and BenchmarkProject mention: Semantic segementation | /r/computervision | 2023-04-12
When I look for benchmarks I always start here https://paperswithcode.com/task/instance-segmentation/codeless it has the lists of datasets to measure models accross lots o papers. Many are very specific models with low support or community but it gives you a good idea of the state of the art. It also lists repositories related to good community. https://github.com/open-mmlab/mmdetection seems very active and the one that is being used the most, you could use the models that it has integrated in its model zoo, within the same repository. It has the benchmarks to compare those same models and some of them are from 2022
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Label Studio is a multi-type data labeling and annotation tool with standardized output formatProject mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/Project mention: Learning Exchange, lets training YoloX | /r/deeplearning | 2023-03-01
So I am trying to do my best and train YOLOX for an object detection case using Google Colab.
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation modelsProject mention: FLiPN-FLaNK Stack Weekly for 17 April 2023 | dev.to | 2023-04-17
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
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OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.Project mention: MMDeploy: Deploy All the Algorithms of OpenMMLab | /r/u_Allent_pjlab | 2022-11-21
MMYOLO: OpenMMLab YOLO series toolbox and benchmark
Scaled-YOLOv4: Scaling Cross Stage Partial Network
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)Project mention: Explicit and Implicit Knowledge in Object Detection (YOLOR, YOLOv7) | /r/learnmachinelearning | 2023-03-30
Fellow redditors, can you please explain to me how aforementioned structures work and applied in code? I tried to read carefully the papers on YOLOv7 and YOLOR (https://arxiv.org/pdf/2207.02696.pdf, https://arxiv.org/pdf/2105.04206.pdf) but for me it feels like explanations in text have literally no relation to implementation code (I am totally not into Torch so it makes understanding even harder) (https://github.com/WongKinYiu/yolor/blob/main/utils/layers.py)
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
Training and Detecting Objects with YOLO3 (by experiencor)
Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.Project mention: Viseron 2.2.0 - Self-hosted, local only NVR and AI Computer Vision software. | /r/selfhosted | 2023-04-22
Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)Project mention: How to use custom model for flutter app? | /r/flutterhelp | 2022-10-27
I used yolov4 and trained model on my classes, then saved weights in file.weights. Now, I want to integrate that model into my flutter app. On firebase, there is an option to use a custom model but that requires uploading .tflite file. My question is how can I convert my trained model weights and upload them as .tflite so could be used in my app. I have tried following this https://github.com/mystic123/tensorflow-yolo-v3 but not success. I would appreciate your help in the conversion of .weights to .tflite or suggest of there is any other way round
:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.
🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.Project mention: suggest me a good hcaptcha solver with best motion data and doesn't lock my tokens | /r/Discord_selfbots | 2023-05-14
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.
People detection and optional tracking with Tensorflow backend.
:evergreen_tree: Aimbot powered by real-time object detection with neural networks, GPU accelerated with Nvidia. Optimized for use with CS:GO. (by petercunha)
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
Open-source Monocular Python HawkEye for Tennis
Python scripts performing object detection using the YOLOv7 model in ONNX.Project mention: [D] Extracting the class labels and bounding boxes for objects, from a YOLO7 model after converting to an ONNX model | /r/MachineLearning | 2023-04-18
Finally, I tried to look if someone has done similar work for the ONNX model and I found this repo which links the same repo I am trying to use, and I believe this function is doing exactly what I want to do, but I could not understand what it is doing (I don't understand how it knows exactly where the number of detections is, and where the bounding boxes are and the class labels, etc.) furthermore, I am not sure if removing end2end and the changing the version from 12 to 9 has any effect on the output shape or it has to do with the internal layers.
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Python Yolo related posts
How to use custom model for flutter app?
1 project | /r/flutterhelp | 27 Oct 2022
DeepSort with PyTorch(support yolo series)
13 projects | /r/u_No_Experience9104 | 20 Sep 2022
Build Custom Functions for YOLOv4 with TensorFlow, TFLite & TensorRT
2 projects | /r/tensorflow | 3 Aug 2022
YOLOv7: Trainable Bag-of-Freebies
1 project | news.ycombinator.com | 16 Jul 2022
YOLOv7: YOLO with Transformers and Instance Segmentation
1 project | news.ycombinator.com | 3 Jul 2022
How to Train YOLOv6 on a Custom Dataset
1 project | /r/computervision | 1 Jul 2022
A single-stage object detection framework dedicated to industrial applications
1 project | news.ycombinator.com | 30 Jun 2022
A note from our sponsor - InfluxDB
www.influxdata.com | 23 Sep 2023
What are some of the best open-source Yolo projects in Python? This list will help you: