How To Convert Multiclass Classification CSV to COCO JSON

Step 1: Create a free Roboflow public workspace

Roboflow is a universal conversion tool for computer vision annotation formats. The Public plan is the best way for those exploring personal projects, class assignments, and other experiments to try Roboflow. To convert your dataset, start by creating a free workspace on the Public plan.

Step 2: Upload your data into Roboflow

Once your account has been created, click Create New Project.

Step 3: Generate Dataset Version

Next, click "Generate New Version" to generate a new version of your dataset:

You can then apply any preprocessing or augmentation steps to your dataset:

Step 4: Export Dataset Version

Next Steps

YOLOv8 Pose Estimation

The YOLOv8 pose estimation model allows you to detect keypoints in an image.

Keypoint Detection

DETR

Detection Transformer (DETR) is an end-to-end object detection model implemented using the Transformer architecture.

Object Detection

YOLOS

YOLOS looks at patches of an image to to form "patch tokens", which are used in place of the traditional wordpiece tokens in NLP.

Object Detection

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

Instance Segmentation

EfficientDet

EfficientDet achieves the best performance in the fewest training epochs among object detection model architectures, making it a highly scalable architecture especially when operating with limited compute.

Object Detection

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

Object Detection