# Kaggle Competition - Google Landmark Recognition 2021

**URL:** https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197
**Category:** Show the Community!
**Created:** [August 24, 2021, 7:09pm UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197 "2021-08-24T19:09:08Z")
**Posts on this page:** 10
**Page:** 1

<div class="post-metadata">

### Author: ![saiamrit](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/saiamrit/32/85_2.png) [@saiamrit](https://community.wandb.ai/u/saiamrit)
#### Post date: [August 24, 2021, 7:09pm UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/1 "2021-08-24T19:09:08Z")

</div>

Hey guys!

There’s a Kaggle competition that has started recently on landmarks detection. It is basically a large-scale image recognition challenge. In our Fastbook reading session too, we have looked at a few image recognition models. It’s a good opportunity to explore more image recognition models. Anyone participating in it ?

Starting this thread to start discussing ideas and share your approaches. It’s also my first time in a Kaggle competition. Experienced people can also share some tips for beginners like me to Kaggle on how to go about it. Looking forward to ideas from others on it.

Link to the competition - [Google Landmark Recognition 2021 | Kaggle](https://www.kaggle.com/c/landmark-recognition-2021)

---

<div class="post-metadata">

### Author: ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)
#### Post date: [August 24, 2021, 11:17pm UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/2 "2021-08-24T23:17:44Z")

</div>

> [@saiamrit](#):
>
> Starting this thread to start discussing ideas and share your approaches

@saiamrit It’s great to see that you’ll be participating. Just wanted to caution you against sharing the approaches here for a live competition, that’s against the terms of Kaggle comps since its private sharing. If you do chat about it here, please make sure you share it in the Kaggle forums as well to avoid getting into trouble 🙂

Good Luck!

---

<div class="post-metadata">

### Author: ![amanarora](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/amanarora/32/59_2.png) [@amanarora](https://community.wandb.ai/u/amanarora)
#### Post date: [August 25, 2021, 2:28am UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/3 "2021-08-25T02:28:36Z")

</div>

Also, just mentioning this in case you didn’t already know - it’s a pretty compute heavy competition 🙂

---

<div class="post-metadata">

### Author: ![saiamrit](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/saiamrit/32/85_2.png) [@saiamrit](https://community.wandb.ai/u/saiamrit)
#### Post date: [August 25, 2021, 6:25am UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/4 "2021-08-25T06:25:09Z")

</div>

Thanks @bhutanisanyam1 I was unaware of that. Thanks for letting me know. I will definitely take care of that.

---

<div class="post-metadata">

### Author: ![saiamrit](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/saiamrit/32/85_2.png) [@saiamrit](https://community.wandb.ai/u/saiamrit)
#### Post date: [August 25, 2021, 6:27am UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/5 "2021-08-25T06:27:46Z")

</div>

On thanks @amanarora , I also realise that sesing the size of the dataset but it seemed like a detection challenge which is a relatively simpler problem so went ahead with it. @bhutanisanyam1 Can you guys kindly suggest how to go about dealing such large datsets. which platform is preferred by you for such compute heavy competitions(google cloud/ AWS kind of servers or any other setup) ?

---

<div class="post-metadata">

### Author: ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)
#### Post date: [August 25, 2021, 6:37am UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/6 "2021-08-25T06:37:54Z")

</div>

Start with whatever you have and then work from there. Please remember setting up servers/services is a full time job and quickly becomes one, try to avoid that rabbit hole and focus on applying DL.

GCP is best for folks since it offers 300$ on signup IIRC but Kaggle kernels are also a great starting point 🙂

---

<div class="post-metadata">

### Author: ![saiamrit](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/saiamrit/32/85_2.png) [@saiamrit](https://community.wandb.ai/u/saiamrit)
#### Post date: [August 25, 2021, 6:44am UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/7 "2021-08-25T06:44:02Z")

</div>

Thanks for your advise @bhutanisanyam1 . I am also planning to use kaggle kernels for the same as of now but would definitely look into setting up minimally on GCP and start experimenting. 😃

---

<div class="post-metadata">

### Author: ![ravimashru](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/ravimashru/32/116_2.png) [@ravimashru](https://community.wandb.ai/u/ravimashru)
#### Post date: [August 25, 2021, 8:06am UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/8 "2021-08-25T08:06:54Z")

</div>

GCP also provides pre-configured VMs for deep learning (example: [Deep Learning VM Images &nbsp;|&nbsp; Google Cloud](https://cloud.google.com/deep-learning-vm)) with PyTorch, CUDA, Jupyter lab, etc. pre-installed. I’ve had a great experience with this “single-click setup” so far.

The $300 signup credit would last for about a month with a T4 GPU (longer if you remember to shut down the VM when you’re not using it 🙂)

---

<div class="post-metadata">

### Author: ![bhutanisanyam1](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/bhutanisanyam1/32/18_2.png) [@bhutanisanyam1](https://community.wandb.ai/u/bhutanisanyam1)
#### Post date: [August 25, 2021, 8:30am UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/9 "2021-08-25T08:30:43Z")

</div>

> [@ravimashru](#):
>
> (longer if you remember to shut down the VM when you’re not using it 🙂)

I’m sorry but this made me chuckle 😁

---

<div class="post-metadata">

### Author: ![vrc0503](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/vrc0503/32/110_2.png) [@vrc0503](https://community.wandb.ai/u/vrc0503)
#### Post date: [August 25, 2021, 2:03pm UTC](https://community.wandb.ai/t/kaggle-competition-google-landmark-recognition-2021/197/10 "2021-08-25T14:03:28Z")

</div>

Looks like @bhutanisanyam1 having experience here 😄
