z-mahmud22/Mask-RCNN_TF2.14.0
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.14.0 and Python 3.10.
This project helps computer vision practitioners analyze images by automatically identifying and outlining every distinct object within them. You input an image, and it outputs both a bounding box around each detected object and a precise mask (segmentation) for each instance. This is useful for researchers, data scientists, and engineers working on detailed image analysis tasks.
No commits in the last 6 months.
Use this if you need to accurately detect multiple objects in an image and get a pixel-level outline for each individual object, not just a general category.
Not ideal if you only need a single bounding box around a general object category or if you are working with older TensorFlow 1.x environments.
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Python
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Last pushed
Apr 15, 2025
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