point_e_percebe.ipynb

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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/pixelpercebe/Point-e-Google-Colab/blob/main/point_e_percebe.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# ***Cuaderno adaptado por Per_c_b*** 🤓\n",
        "***Point-e*** generación de objetos 3D mediante *una nube de puntos*"
      ],
      "metadata": {
        "id": "8vBDBwAIYMFP"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "\n",
        "---\n",
        "\n"
      ],
      "metadata": {
        "id": "inudF2Zv60Bn"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## **1er paso** - *Preparar el entorno*"
      ],
      "metadata": {
        "id": "QTrk8-_Pb9ZS"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#@title 🚨 **Ejecuta el siguiente chunk** o ten activada la Aceleración por hardware con GPU en `\"Entorno de ejecución\" > \"Cambiar tipo de entorno de ejecución\"` \n",
        "!nvidia-smi -L"
      ],
      "metadata": {
        "id": "7cx30Qegetj_"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install plotly -q"
      ],
      "metadata": {
        "id": "RI6vpMfxZi8d"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!git clone https://github.com/openai/point-e"
      ],
      "metadata": {
        "id": "10zZeMgKaSlv"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "%cd point-e"
      ],
      "metadata": {
        "id": "P5VN-_2taqWF"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "! pip install -e ."
      ],
      "metadata": {
        "id": "-UBrvgYXbJrE"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "---\n",
        "\n"
      ],
      "metadata": {
        "id": "k_q5xmDOdDJL"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## **2do paso** - *Codigo de la IA*"
      ],
      "metadata": {
        "id": "1f5ii9LQcVjr"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "### **Importar**\n",
        "\n"
      ],
      "metadata": {
        "id": "cUm1jStJcoJS"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import torch\n",
        "from tqdm.auto import tqdm\n",
        "\n",
        "from point_e.diffusion.configs import DIFFUSION_CONFIGS, diffusion_from_config\n",
        "from point_e.diffusion.sampler import PointCloudSampler\n",
        "from point_e.models.download import load_checkpoint\n",
        "from point_e.models.configs import MODEL_CONFIGS, model_from_config\n",
        "from point_e.util.plotting import plot_point_cloud"
      ],
      "metadata": {
        "id": "6OeX61SLdBRI"
      },
      "execution_count": 6,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "### **Modelos**"
      ],
      "metadata": {
        "id": "RAyI_ig2ePMN"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n",
        "\n",
        "print('creating base model...')\n",
        "base_name = 'base40M-textvec'\n",
        "base_model = model_from_config(MODEL_CONFIGS[base_name], device)\n",
        "base_model.eval()\n",
        "base_diffusion = diffusion_from_config(DIFFUSION_CONFIGS[base_name])\n",
        "\n",
        "print('creating upsample model...')\n",
        "upsampler_model = model_from_config(MODEL_CONFIGS['upsample'], device)\n",
        "upsampler_model.eval()\n",
        "upsampler_diffusion = diffusion_from_config(DIFFUSION_CONFIGS['upsample'])\n",
        "\n",
        "print('downloading base checkpoint...')\n",
        "base_model.load_state_dict(load_checkpoint(base_name, device))\n",
        "\n",
        "print('downloading upsampler checkpoint...')\n",
        "upsampler_model.load_state_dict(load_checkpoint('upsample', device))"
      ],
      "metadata": {
        "id": "C-2bzyxSdaxM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "sampler = PointCloudSampler(\n",
        "    device=device,\n",
        "    models=[base_model, upsampler_model],\n",
        "    diffusions=[base_diffusion, upsampler_diffusion],\n",
        "    num_points=[1024, 4096 - 1024],\n",
        "    aux_channels=['R', 'G', 'B'],\n",
        "    guidance_scale=[3.0, 0.0],\n",
        "    model_kwargs_key_filter=('texts', ''), # Do not condition the upsampler at all\n",
        ")"
      ],
      "metadata": {
        "id": "xz6XrE_rdePE"
      },
      "execution_count": 8,
      "outputs": []
    },
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      "cell_type": "code",
      "source": [
        "#@markdown ---\n",
        "# Set a prompt to condition on.\n",
        "# @markdown **Introduce lo que quieras generar:**\n",
        "prompt = 'a red car' #@param {type:\"string\"}\n",
        "\n",
        "# Produce a sample from the model.\n",
        "samples = None\n",
        "for x in tqdm(sampler.sample_batch_progressive(batch_size=1, model_kwargs=dict(texts=[prompt]))):\n",
        "    samples = x"
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        "pc = sampler.output_to_point_clouds(samples)[0]"
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        "fig = plot_point_cloud(pc, grid_size=2, fixed_bounds=((-0.75,-0.75,-0.75),(0.75,0.75,0.75)))"
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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import plotly.graph_objects as go"
      ],
      "metadata": {
        "id": "ziwmiPy5iFtF"
      },
      "execution_count": 12,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "fig_plotly = go.Figure(\n",
        "    data=[\n",
        "        go.Scatter3d(\n",
        "            x=pc.coords[:,0],y=pc.coords[:,1],z=pc.coords[:,2],\n",
        "            mode= 'markers',\n",
        "            marker=dict(\n",
        "                size=2,\n",
        "                color=['rgb({},{},{})'.format(r,g,b) for r,g,b in zip(pc.channels[\"R\"],pc.channels[\"G\"],pc.channels[\"B\"])],\n",
        "            )\n",
        "        )\n",
        "    ],\n",
        "    layout=dict(\n",
        "        scene=dict(\n",
        "            xaxis=dict(visible=True),\n",
        "            yaxis=dict(visible=True),\n",
        "            zaxis=dict(visible=True),\n",
        "        )\n",
        "    ),\n",
        ")"
      ],
      "metadata": {
        "id": "KzeP5j4xifEj"
      },
      "execution_count": 13,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "fig_plotly.show(renderer=\"colab\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "ixlMER-iuOfX",
        "outputId": "07e74df3-2083-4172-e17f-f07b47f343ca"
      },
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
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