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Fiverr Pro
Nederlands
$
USD
I will provide instance semantic and panoptic segmentation solutions
Python Computer Vision Specialist
As a senior computer vision specialist with 10+ years of experience, I deliver optimized vision solutions across object detection, pose estimation, segmentation, and scene understanding. My expertise ...
Niveau 1
Voldoet aan bepaalde prestatiecriteria en toont een sterke potentie op de marktplaats.
Over deze dienst
CORE Semantic/Instance/Panoptic SEGMENTATION EXPERTISE:
Foundation Models: SOTA pretrained models SAM, Grounded SAM, SEEM, YOLOE
Transformers: Mask2Former, Segmenter, Swin, SETR
CNNs: U-Net, U²-Net, PSPNet, DeepLab family
ENHANCEMENT & REFINEMENT:
Augmentation: Albumentations, Kornia, weak/pseudo-labeling
Multi-scale fusion: FPN, ASPP for better generalization
Post-Processing: CRF, TTA, ensemble predictions, boundary smoothing morphological ops, component analysis
Backbones: Swin, DINOv2, MobileViT for rich context
Hybrid CNN-Transformer: Faster inference with high accuracy
TECH STACK:
Frameworks: MMSegmentation, Detectron2, custom PyTorch/TF Libraries
OPTIMIZATION & DEPLOYMENT:
TensorRT, OpenVINO, DeepStream
Flask/FastAPI for scalable inference pipelines
DOMAIN EXPERTISE:
R&D/Custom Models: Ensemble segmentation, novel head-backbone pairings, fusion pipelines
Retail/Fashion: Apparel parsing, accessory detection, virtual try-ons
Sports: Player segmentation, pose tracking, action-focused masking
Medical Imaging: Tumor/organs from CT/MRI; semi-supervised histopath slides; DICOM/NIfTI support
Satellite: Multiband segmentation, change detection, GeoTIFF/QGIS workflows
Programmeertaal:
Python
•
SQL
•
Colab
•
MLflow
•
Amazon SageMaker
Frameworks:
Scikit-learn
•
DeepPy
•
Google ML Kit
•
SimpleCV
•
keras
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L lale_sidi
Mauritanië
I would always recommend working with Hamza
US$ 100-US$ 200
Prijs
2 dagen
Looptijd
Nuttig?Q qaynatt
Italië
Absolutely fantastic experience! Humza is clearly knowledgeable in his field and delivered exactly what I needed. I truly appreciated his honesty and professionalism throughout. Communication was clear and timely. Highly recommend, and I would definitely work with him again.
Tot maximaal US$ 50
Prijs
1 dag
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Reviews
2 reviews van deze dienst
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Specificering van de beoordeling
- Communicatieniveau van de freelancer
- Kwaliteit van de levering
- Waarde van de levering
Sorteer op
Meest relevant
L lale_sidi
Mauritanië
I would always recommend working with Hamza
US$ 100-US$ 200
Prijs
2 dagen
Looptijd
Nuttig?Q qaynatt
Italië
Absolutely fantastic experience! Humza is clearly knowledgeable in his field and delivered exactly what I needed. I truly appreciated his honesty and professionalism throughout. Communication was clear and timely. Highly recommend, and I would definitely work with him again.
Tot maximaal US$ 50
Prijs
1 dag
Looptijd
H Reactie van de freelancer
Nuttig?
