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Hi there šŸ‘‹

I am a Deep Learning Software Engineer at Intel and a grad student at the University of Edinburgh.

  • šŸ”­ Iā€™m currently working on:
    • Implementing Panoptic Segmentation for TensorFlow Model Garden
    • Implementing Object Detection models in TensorFlow2.x
    • Self Supervision for pretraining Image models
    • Large minibatch training on TPUs
  • šŸŒ± Iā€™m currently learning:
    • Optimization methods, Multivariate Calculus and Machine Vision
  • šŸ‘Æ Iā€™m looking to collaborate on:
    • Implementing research papers in computer vision
  • šŸ¤” Iā€™m looking to help others with:
    • Bugs in Python, TensorFlow1.x and 2.x code
  • šŸ’¬ Ask me about:
    • Deep Learning, TensorFlow, Math
  • šŸ“« How to reach me:
  • āš” Fun fact: I rarely sleep at night


Recently Activity

*auto updated every hour with github actions

Last Updated at : 01:23 12-05-2024 UTC

Recent Activity Details Time
pushed 20 commits to main in srihari-humbarwadi/minimal-ml-template * update * update * Update dockerfile * updates * ... 11:05 25-12-2022 UTC
added @AntreasAntoniou as a collaborator to srihari-humbarwadi/minimal-ml-template 17:19 12-12-2022 UTC
pushed 1 commit to dev in srihari-humbarwadi/minimal-ml-template * Wrap example code in a function * 05:36 12-12-2022 UTC
opened a pull request in srihari-humbarwadi/minimal-ml-template Added initial EvolutionAugment code 09:02 10-12-2022 UTC
pushed 1 commit to dev in srihari-humbarwadi/minimal-ml-template * Initial commit * 16:42 09-12-2022 UTC
created a new branch srihari/dev in srihari-humbarwadi/minimal-ml-template 07:26 06-12-2022 UTC
pushed 5 commits to main in srihari-humbarwadi/minimal-ml-template * update * Add remaining features for v1.0 readine... 07:25 06-12-2022 UTC
forked BayesWatch/minimal-ml-template 14:52 30-11-2022 UTC
starred BayesWatch/minimal-ml-template 14:52 30-11-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/GATE * Clone src from repo; added build arg BRANCH * 20:11 27-11-2022 UTC
pushed 5 commits to main in srihari-humbarwadi/GATE * Added requirements.txt * Removed install_depende... 19:52 27-11-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/GATE * Create Dockerfile.cpu * 08:23 29-10-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/GATE * Update install_dependencies.sh * 08:22 29-10-2022 UTC
starred MadryLab/EditingClassifiers 16:34 28-10-2022 UTC
pushed 16 commits to main in srihari-humbarwadi/GATE * refactor: refactoring GATE to shave off GCM and ... 06:57 21-10-2022 UTC
forked AntreasAntoniou/GATE 13:14 20-10-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/miniGATE * Create docker-compose.yml * 09:59 13-10-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/miniGATE * Update Dockerfile.cpu * 09:59 13-10-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/miniGATE * Create install_dependencies.sh * 04:42 13-10-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/miniGATE * use pytorch-cpu base image * 04:13 13-10-2022 UTC
pushed 1 commit to main in srihari-humbarwadi/miniGATE * Added Dockerfile.cpu * 03:54 13-10-2022 UTC
forked AntreasAntoniou/miniGATE 08:20 11-10-2022 UTC
starred ggerganov/whisper.cpp 17:03 10-10-2022 UTC
starred OML-Team/open-metric-learning 16:09 09-10-2022 UTC
commented on an issue in onnx/tensorflow-onnx @jasdeep06 I created my own quantized weight layer... 14:15 02-10-2022 UTC


Recent Commits

Message Repository URL Committed At
added table entry for resnet101 model results KamaxiB/objTens commit/1f765c5 20:12 02-05-2022 UTC
added table entry for resnet101 model results tensorflow/models commit/1f765c5 20:12 02-05-2022 UTC
added table entry for resnet101 model results sherryy88/rberry commit/1f765c5 20:12 02-05-2022 UTC
added table entry for resnet101 model results mhd-aldawood/framework-AI-python commit/1f765c5 20:12 02-05-2022 UTC
added table entry for resnet50 model results KamaxiB/objTens commit/12ec618 02:56 29-04-2022 UTC
added table entry for resnet50 model results tensorflow/models commit/12ec618 02:56 29-04-2022 UTC
added table entry for resnet50 model results sherryy88/rberry commit/12ec618 02:56 29-04-2022 UTC
added table entry for resnet50 model results mhd-aldawood/framework-AI-python commit/12ec618 02:56 29-04-2022 UTC
fixed description KamaxiB/objTens commit/80e9b6d 02:43 29-04-2022 UTC
fixed description tensorflow/models commit/80e9b6d 02:43 29-04-2022 UTC


Recent Pull Requests

Title Repository URL Last Updated State
Added initial EvolutionAugment code srihari-humbarwadi/minimal-ml-template pull/1 17:20 12-12-2022 UTC open
Support per sample topk loss for semantic segmentation tensorflow/models pull/10616 20:36 16-11-2022 UTC open
Use ResNet v1 as default backbone srihari-humbarwadi/models pull/19 16:56 26-04-2022 UTC closed
Fixes semantic loss top_k computation srihari-humbarwadi/models pull/18 20:00 01-04-2022 UTC closed
Use depthwise_separable_conv2d srihari-humbarwadi/models pull/16 17:12 28-03-2022 UTC closed
Added Panoptic deeplab tensorflow/models pull/10537 18:10 02-06-2022 UTC closed
panoptic deeplab dataloader srihari-humbarwadi/models pull/15 18:50 10-03-2022 UTC closed
panoptic deeplab modeling srihari-humbarwadi/models pull/14 18:49 10-03-2022 UTC closed
panoptic-segmentation sync srihari-humbarwadi/models pull/13 16:47 09-03-2022 UTC closed
Added dataloader for Panoptic Deeplab tensorflow/models pull/10524 16:32 16-03-2022 UTC closed


Recent Issues

Title Repository URL Last Updated State
[TensorFlow2] Critic Loss Calculation for actor_critic philtabor/Youtube-Code-Repository issues/41 16:05 25-01-2022 UTC open
INT8 calibration for efficientdet NVIDIA/TensorRT issues/1498 05:08 29-11-2022 UTC closed
QuantizeLinear and DequantizeLinear nodes for Conv2D get folded as constants. onnx/tensorflow-onnx issues/1719 11:09 16-03-2022 UTC closed
Allow narrow_range=1 for FakeQuantWithMinMaxVars onnx/tensorflow-onnx issues/1713 14:15 02-10-2022 UTC closed
TensorRT model outputs/performance keeps changing across conversions tensorflow/tensorflow issues/51719 21:18 11-10-2021 UTC open
Support resizing images on TPU using tf.image.resize when size is not a compile-time constant tensorflow/tensorflow issues/51693 18:02 18-11-2022 UTC closed
Adding support for reading and writing to multiple tfrecords in nsl.tools.pack_nbrs tensorflow/neural-structured-learning issues/92 19:06 12-01-2022 UTC open
Not able to capture profile from Tensorboard profile tab tensorflow/tensorboard issues/4954 17:10 11-05-2021 UTC closed
Misleading warning when loading weights from hdf5 format weights tensorflow/tensorflow issues/46591 22:03 24-03-2022 UTC open
TensorRT converter fails for CombinedNonMaxSuppression tensorflow/tensorflow issues/46453 00:56 12-03-2021 UTC closed

Srihari Humbarwadi's Projects

srgan_tensorflow icon srgan_tensorflow

TensorFlow2.x implementation of Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

ssd_tensorflow icon ssd_tensorflow

A TensorFlow2.x implementation of Single Shot MultiBox Detector

steam-arch icon steam-arch

Steam docker container based on Arch Linux, based on the steam docker container by @arno01

tensorflow_retinanet icon tensorflow_retinanet

A simplified implementation of RetinaNet from https://arxiv.org/pdf/1708.02002.pdf using TF2.0

tf2.x_xla_amp icon tf2.x_xla_amp

Training with XLA compilation and Mixed Precision Training with TF2.x

tpu_index icon tpu_index

TPU index is a package for fast similarity search over large collections of high dimension vectors on TPUs

tpu_models icon tpu_models

Tutorials for implementing and training Deep Learning models on Google Cloud TPU with TensorFlow2.x

utils icon utils

simple scripts for trivial and repetitive tasks

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