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@filipbasara0
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Filip Basara filipbasara0

ML / Research Engineer. Primarily interested in self-supervised and representation learning.

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  1. sigmoid-contrastive-losssigmoid-contrastive-lossPublic

    Implementation of modulated sigmoid pairwise contrastive loss for self-supervised learning on images

    Python 2 1

  2. relicrelicPublic

    A simple PyTorch implementation of the Representation Learning via Invariant Causal Mechanisms self-supervised contrastive learning paper

    Jupyter Notebook 11 4

  3. simple-diffusionsimple-diffusionPublic

    A minimal implementation of a denoising diffusion model in PyTorch.

    Python 117 11

  4. simple-clipsimple-clipPublic

    A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch

    Jupyter Notebook 28 5

  5. simple-object-detectionsimple-object-detectionPublic

    A simple yet effective repo for object detection based on the FCOS architecture.

    Python 15 2

  6. affinis-lab/traffic-light-detection-moduleaffinis-lab/traffic-light-detection-modulePublic

    Module for detecting traffic lights in the CARLA autonomous driving simulator. Based on the YOLO v2 deep learning object detection model and implemented in keras, using the tensorflow backend.

    Python 40 21


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