custom-training-loops

Here are 4 public repositories matching this topic...

Ankit-Kumar-Saini / Coursera_TensorFlow_Advanced_Techniques_Specialization

Used the Functional API to built custom layers and non-sequential model types in TensorFlow, performed object detection, image segmentation, and interpretation of convolutions. Used generative deep learning including Auto Encoding, VAEs, and GANs to create new content.

object-detection image-segmentation generative-adversarial-networks auto-encoders saliency-map mask-rcnn variational-autoencoders coursera-specialization retina-net model-interpretability tensorflow2 functional-api custom-model-development custom-loss-functions gradcam-visualization custom-layers gradient-tape-optimization custom-training-loops

Updated Jun 9, 2021
Jupyter Notebook

Abdulrahman-Adel / Real-Life-Violence-Detection

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training a vision transformer based model to detect violence in real life videos

deep-learning tensorflow custom-elements from-scratch video-classification vision-transformer custom-training-loops

Updated Dec 7, 2023
Python

itacca / tf-multi-task-classification

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Multi-task classification project, with the custom training loop implemented from scratch in TF 2.2+ and the usage of "tf.data.Dataset" object for handling the data.

template computer-vision tensorflow cv keras cnn tf2 mnist tf-data augmentation cnn-classification multitask-learning mlflow tf-function gradient-tape custom-training-loops

Updated Sep 19, 2022
Python

Neel7317 / Waste_Object_Segmentation

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Waste Object Segmentation with state of art algorithm YOVOv5 trained on Custom Dataset.

computer-vision deep-learning object-detection taco object-segmentation yolov5 custom-training-loops

Updated Feb 21, 2022

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