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Entirety.ai

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Intuition to Implementation19 Servers

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2 Mar 2019
@karthikvijayakumar:matrix.orgkarthikvijayakumarGreat. Thanks04:14:09
@entirety:matrix.orgu6yuvihttps://gitlab.com/entirety.ai/meetup-intuition-to-implementation/blob/master/Session5/TransferLearning&ManyMore.ipynb06:52:10
@entirety:matrix.orgu6yuviDownload TransferLearning&ManyMore.ipynb06:52:42
@entirety:matrix.orgu6yuviDownload Birds.zip06:52:52
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event08:33:18
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event08:33:29
@sagari:matrix.org@sagari:matrix.orgWas today's session recorded?10:06:48
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event10:55:08
@sagari:matrix.org@sagari:matrix.orgCould you share the recording10:56:41
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event13:45:25
@anandgokul18:matrix.organandgokul18
In reply to @sagari:matrix.org
Could you share the recording
When can we expect the recording? Will be gr8 if we get it sooner sine we can go thru it on Sunday...:D
15:30:12
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event18:12:14
3 Mar 2019
@sagari:matrix.org@sagari:matrix.orgLooking forward to the recording14:15:29
@entirety:matrix.orgu6yuvihttps://www.youtube.com/watch?time_continue=12213&v=yHMgKz9fIs815:09:21
4 Mar 2019
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event16:47:05
6 Mar 2019
@sreyankapaul:matrix.orgsreyankapaul joined the room.06:01:30
@entirety:matrix.orgu6yuviWe have update the location of upcoming Meetup on Saturday on the Meetup Page.This week it is at Praxis Business School.14:48:26
9 Mar 2019
@abhishekkumar:matrix.org@abhishekkumar:matrix.orgplease post research paper link to trefer06:19:10
@abhishekkumar:matrix.org@abhishekkumar:matrix.orgrefer*06:19:13
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event06:26:51
@udayakumar:matrix.orgudayakumar joined the room.15:02:31
10 Mar 2019
@entirety:matrix.orgu6yuvi

Thank you all for being the part of Entirety.ai Phase-1 Journey where our only intention was to get people started with Deep Learning by going over the key ideas and concepts required for Deep Learning models.In Phase 1 we set the objective to cover the following:

  1. Getting Started with Machine Learning and Deep Learning
  2. Image Classification
  3. Model Fine Tuning
  4. Image Retrieval
  5. Deep Dive into Pytorch Framework

From the feedbacks we received, we are confident to say that we delivered to the expectations which we set at the beginning of Phase-1.

To deepen your understanding on concepts discussed in Phase 1,we would encourage you to work on the selected projects.Find the details about these projects in Phase1-Assignment.md file on Gitlab .Feel free to choose one or more projects that excites you and get started.

Also we have uploaded all the videos related to Phase 1 on Youtube. You can find the details under Phase-1 Recorded Sessions.txt

To continue our journey in Deep Learning ,we will soon be starting with Phase-2 (from March 30th ) and will try to cover the following:

  1. OBJECT DETECTION
    1. SSD
    2. FASTER R_CNN
    3. YOLO V3
    4. LANDMARK DETECTION
  2. SEMANTIC SEGMENTATION
    1. FCN
    2. UNET
  3. INSTANCE SEGMENTATION
    1. MASK - RCNN

Until then

KEEP CALM AND DO DEEP LEARNING !!!

06:41:29
19 Mar 2019
@sagari:matrix.org@sagari:matrix.orgWhat are some things I've to do if I've to run a deep learning script on Google colab using GPU. What do I need to include in the script to be able to go from CPU to GPU?06:12:29
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event16:00:30
20 Mar 2019
@sagari:matrix.org@sagari:matrix.orgI meant using cuda in code10:05:16
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event10:54:43
@sagari:matrix.org@sagari:matrix.orgOk10:59:34
23 Mar 2019
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event16:49:07
25 Mar 2019
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event05:10:32
@aman5319:matrix.org@aman5319:matrix.orgRedacted or Malformed Event05:10:46

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